Contemporary issues of societal development Patrícia ...
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Contemporary issues of societal development
Patrícia Kaplánová (ed.)
Novo mesto, 2017
Contemporary issues of societal development
Patricia Kaplanova (ed.)
Reviewers
prof. Boris Bukovec, PhD
prof. Uroš Pinterič, PhD
Publisher: Faculty of Organization Studies in Novo mesto, 2017
Copyright © in whole as for parts belong to the authors and
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All rights reserved: no part of this publication shall be
reproduced in any form including (but not limited to) copying,
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Publication is available at www.fos.unm.si in .pdf format.
Contents
CIP - Kataložni zapis o publikaciji
Narodna in univerzitetna knjižnica, Ljubljana
316.42(082)(0.034.2)
CONTEMPORARY issues of societal development [Elektronski vir] /
Patrícia Kaplánová (ed.). - El. knjiga. - Novo mesto : Faculty of Organization
Studies, 2017
Način dostopa (URL): http://www.fos.unm.si
ISBN 978-961-6974-13-4 (pdf)
1. Kaplánová, Patrícia
290030848
Introduction 4-8
A Pilot Study of Examinining the Validity and
Reliability of Research Questionnaires
Thongsay Phongphanit
9-30
From Information Asymmetry to Information
Overload - Technological Society of Consumers
Katarzyna Południak-Gierz
31-47
Sufficiency of Financial Literacy: A Case Study of
University Students in Slovakia
Beáta Gavurová, Eva Huculová, Matúš Kubák
48- 70
Isochimica Factory as a “Paradigmatic Case
Study” of Industrial Relations in the South of
Italy.
Anna D’ascenzio
71-85
The Impact of Research Investments and Other
Indicators on the Regional Economic Development
Petra Szlafkaiová, Erika Liptáková
86-106
Regional Development in Slovenia. Insist or
Change?
Franci Žohar
107-129
Refugees in Europe From Media Accounts to
Psychiatric Trauma
Anca-Olga Andronic, Răzvan-Lucian Andronic
130-137
Theoretical Approaches to Social Identities
Patricia Kaplanova
138-155
Index 156-159
4
Introduction
There is no other popular word in current academic discourse that
a crisis. There are several phenomenons explained by a crisis narrative:
economic crisis, social crisis, migration crisis, crisis of democracy and
politics as such, crisis of structural systems like healthcare, education
and many more. Therefore, the crisis narrative contains several
perspectives on changes identified in contemporary societies. Some
scholars „blame“ a technological progress, social and economic
development, industrialization, virtualization of interpersonal relations,
or overall digitalization of everyday life. Undoubtedly, societies, and
civilization itself, has gone through serious changes in a very short
time. Referring to the economic crisis, gender or social inequalities,
political dealignment, migration flows, ongoing conflicts, poverty and
starvation, or rigid educational systems are just small part of a whole
list of civilization issues. A coping with such transformations and
unsolved problems of societies needs also a development of scientific
approach and its prompt reaction by challenging those processes and
their continuous analysis.
The aim of this book was meant to gather ambitious approaches and
research on contemporary issues. The book is composed of seven
chapters attributing to different perspectives on societal development
like methodology of current trends in scientific research, the impact of
technology of European consumer policies at national level, financial
literacy as a consequence of education policy, post-economic crisis
regional development,. Each author of chapter is trying to
demonstrate her/his scientific view and elaborate the analysis of a
sequence of modern societal progress.
In the first chapter, Thongsay Phongphanit (University of Szeged,
Hungary is demonstrating part of his research on “Teacher
management at teacher training institutes in Laos”. His research
reports on the developmental process of the instrument. It aims to
assess two sets of self-constructed questionnaires by focusing on
detecting and eliminating the erroneous wording and phrases in each
item in case of an inappropriate and incongruent wording between
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sub-scales and items. This small scale study is examining the validity
and reliability of research instruments. Moreover the analysis found
two sets of instruments gradually satisfying the research purpose and
being statistically appropriate. As the main outcome of his study can
be considered a method suitable to be employed to collect data in the
full-scale study in the future.
The second chapter written by Katarzyna Południak-Gierz (Jagiellonian
University in Krakow, Poland) deals with a reaction of national civil law
to the European Union initiatives to support the information society. In
her study “From information asymmetry to information overload -
technological society of consumers” she examines how a lack of
information, especially problematic in distance transactions, influences
situation of both parties. EU legislator imposes information
obligations on the professionals to grant the weaker party access to
information vital for conclusion of contract. The catalogue of
information duties is detailed, precise and extensive. Yet, human
capability to absorb and process data does not grow at the pace
forced by the technology development. As the outcome consumers,
despite having access to information, are not better informed. Instead
of decreasing information asymmetry, regulation grants an overflow of
information. It creates an illusion of improvement in consumer ’s
situation. As the main outcome of her research is that the failure of
protection by information paradigm is caused by rational factors and
behavioural biases. Moreover, an insight on future of information
duties in consumer law within the Digital Market sphere is given.
The third chapter composed by research team of Beáta Gavurová, Eva
Huculová, and Matúš Kubák (Technical University of Košice, Slovakia)
demonstrates an increasing drop in financial literacy among university
students of economics in Slovakia. Generally, there are selected groups
of people financially literate, the majority of world population does
not have any basic financial knowledge as well as no access to
education. This study is aimed to compare levels of financial literacy of
the selected economic faculties in Slovakia, and to compare levels of
financial literacy between the first year undergraduates and those
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graduates who are in the final year of their studies. Among several
results the most important confirm a significant gender differences in
level of financial literacy. Consequently, the level of financial literacy
among first year students of Bachelor study was comparable with
students of Master study and do not prove any significant enhancing
of financial skills acquired through the graduation from university
study program at economic faculties. The results of research provide
important information for policy makers who should reflect a quality
of financial education and implement efficient education policies in
Slovakia, as well as for policy maker in other countries.
The fourth chapter written by Anna D’ascenzio (Università Suor Orsola
Benincasa di Napoli, Italy) on topic “Isochimica factory as a
“paradigmatic case study” of industrial relations in the South of Italy”
is dealing with consequences of environmental pollution in Italy. The
study investigates the different political stages of the establishment of
asbestos factory in South Italy specifying anomalies in agreement
employments and their effects on the recruitment of workers.
Isochimica, a small company established in a town of South of Italy in
1982, in order to remove asbestos panels from railway carriages for
commission of Ferrovie dello Stato (Italian National Railway company)
has produced extensive damages in terms of environmental pollution
and public health. Indeed, due to the dispersal of asbestos fibres, a
large part of the workers employed in the factory has contracted
asbestos-related pathologies and is still struggling to claim basic
rights such as early retirement and the recognition of work-related
illness. The main conclusion is that the pollution and pathologies
among workers are cases of industrial experimentation of peripheral
late liberalism.
The fifth chapter from Petra Szlafkaiová and Erika Liptáková (Technical
University of Košice, Slovakia) deals with the issue of economic
development in regions of the Visegrad group countries. The process
of regional development is conducted through the implementation of
regional operation programs such as Cohesion Policy of the European
Union. The aim of this work is to investigate and compare the actual
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economic development of 35 regions (NUTS 2 level) within the V4 in
order to find out, whether the disparities among regions are enlarging
or getting smaller in time period 2004 to 2014. The main contribution
of the research was to identify the main five indicators of economic
development in the Central European regions. Moreover, the cluster
analysis showed that more developed regions under the regional
policy of the EU have improved in results and outcomes. On the other
hand, those regions which were underdeveloped stayed at the same
level of economic and social progress. To sum up, the European Union
Cohesion Policy, based on this research, does not seem to be efficient
in supporting economic equality and sustainable development among
regions.
The fifth chapter written by Franc Žohar (Ministry of Public
Administration, Slovenia) “Regional Development in Slovenia: Insist of
Change?” shows a strategy of balanced regional development leading
to a widening gap between statistical regions in Slovenia. The majority
of unsuccessful work of regional development agencies is unable to
realize major or regional projects, with a strong role in municipal
localities; the question arises whether it can modify the system of
regional development in Slovenia to improve the functioning of
regional development. The research analysis the system of regional
development in Slovenia and the role of regional development
agencies to improve management capacity and performance of
balanced regional development. On the basis of argumentative critical
review of the operation of Regional Development Agencies and the
results of their operations, the outcome of this research points out
that the strategy of balanced regional development undermines the
functioning of the state as a whole.
The sixth chapter written by Anca-Olga Andronic and Razvan-Lucian
Andronic (Spiru Haret Unversity, Romania) on „Refugees in Europe:
From Media Accounts to Psychiatric Trauma” performs a view on
current migration crisis in Europe from a perspective of social
psychology. The study discusses how the crisis of refugees is
presented in the European media and in Romania, a country that until
8
now has not been included in the “Balkan route” followed by the
masses of migrants. Although, there should be some detachments
reported on refugees, the Romanian media discourse is full of
stereotypes on both the refugees and the reaction of the residents of
the countries transited by them. The research also presents an analysis
of the major trauma suffered by refugees, described as psychiatric
conditions. The chapter concludes that the treatment of mental
disorders is not just about medication and psychotherapy; but also the
cultural dimension and social involvement are essential in reducing
symptoms.
The last chapter composed by Patrícia Kaplánová (Faculty of
Organisation Studies, Slovenia) deals with “Theoretical Approaches to
Social Identities”. The research offers an exhaustive overview of
theoretical approaches to social identities arguing their importance in
modern understanding of societies. The study discusses theoretical
and methodological frameworks of a concept of self as a position of
individual in society. The study considers identities form sociological,
psychological and political point of view. In the cases of civic, political
and national identities, the chapter concludes that social identities are
complex influenced by historical and societal development and are
still developing alongside a change of society itself.
Based on abovementioned brief overview of contents of this book, the
contribution lies on the current importance of topics elaborated in
each chapter. Therefore, the main purpose of each chapter is to
demonstrate a comprehensive examination of challenges in modern
society. In the following pages, a reader can acknowledge these
different perspectives on societal reality and adopt several
explanations of societal development.
Patricia Kaplanova
Editor
9
A PILOT STUDY OF EXAMININING THE VALIDITY AND
RELIABILITY OF RESEARCH QUESTIONNAIRES
Thongsay Phongphanit1
Doctoral School of Educational Sciences, University of Szeged,
Hungary
[email protected]; [email protected]
Introduction
The research instrument is the main tasks of the research component
and also became the priority activity that researchers inevitable, a
thousand of publications widely discussed and controversial that
associated to the examining of the well-research instrument designed
in multi-methods in several times to be convergent amongst research
objectives, sub-scale and item.
Refer to Oppenheim, (1992); Warwick & Lininger, (1975) suggested the
words used in questions should be understandable to all respondents,
and the meanings imputed to those words should be as universal as
possible among respondents; Parten, (1950); Young, (1939) question
wordings should avoid bias that would push answers one way or
another; Likert, (1932); Thurstone, (1928) in order to minimize the
impact of the idiosyncrasies of item wordings, it is best to aggregate
answers to a battery of items into a single index and Krosnick (1999)
viewed logically that the items used should be the few most efficient
and effective ones tapping the construct of interest.
However, to maximize and minimize among easily and difficult
1 Thongsay Phongphanit, the lecturer of course of Human resources Management and course of Educational research: theory and practice, A member of research team at the Department of Education administration and Management, Faculty of Education, National University of Laos.
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wordings and phrases and helps the respondents to the best answers,
it could be examined through the validity and reliability test of the
self-constructed questionnaires. This paper will be overview the
theoretical framework, Piloting study, Methods result, discussion and
conclusion.
Theoretical framework
In the social science research field, questionnaire is one of several
types of the research instrument and also most often used directly
contact with respondents is not possible or necessary. It is probably
the single most widely-used data source in educational research and it
could be estimated that as many as half the research studies
conducted use a questionnaire as a part of the data collection process.
However, this broadly tools usage made some of an unforeseen
circumstance related to anonymous words, terminology, item wording,
phrases, asks about truism, ambiguity and others misunderstanding
that motivated the author to overviews some concepts of the research
questionnaires, validity and reliability test, responsiveness in term of
truism and items.
Why questionnaire?
The mostly of the researchers and scholars preferred to employ the
questionnaires in part of adapted, self-made either the mixed
constructed would highly be a great usefulness and it also can be
designed and used to collect vast quantities of data from a variety of
respondents, large number of audiences in a short period,
comfortable, feel free in selecting of scenarios using a scale of
alternatives and anonymous, It basically seeks the opinions of
individuals in a sample or a population on issues directly related to
the objectives of the research study.
Aina, (2004:348), Siniscalco, & Auriat, (2005:4) viewed that the planner
should also consider whether other means of data collections are
more appropriate. Johnson & Christensen, (2007:162-163) stated they
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can obtain information about thoughts, feelings, attitudes, beliefs,
values, perceptions, personality and behavioral intentions of research
participants; it can used to collect quantitative, qualitative and mixed
data; Wilkinson & Burmingham, (2003:8) viewed an effective
questionnaire is one that enables the transmission of useful and
accurate information or data from the respondent to the researcher, it
have been centrally used to provide an indication of the make-up of
society for centuries in the form of periodic census surveys and are
often used by large organizations to establish people’s views and
opinions on a wide variety of topics.
(Sinjaru, (2012:71) it is broadly used in realm of scientific researches.
(Likitwattana, 2000:90) offered two kinds of questionnaires as opened
and closed form questionnaires; (Sisaad: 2001:74-75) suggested two
characteristics as open-ended or unstructured questionnaires which is
a question offered the respondents’ self-elicited freely in writing down
answers, for instance, ‘Tell us about your school?; while other type are
‘closed form or structure questionnaires’ offered short-answer: yes/no;
e.g Do you wear the glasses?; (Sinjaru, 2012:72-74) added on ‘closed-
ended question’ in three characteristics are checklist: male/female;
Ranking, by putting number: which fruit do you preferred mostly in
three first? Cherry; apple; mango; pineapple; pear ; walnut; orange.
Rating scale or liker-scale are 3; 5; 7 or 9 levels with ‘rating statement’
such as 1 = very difficult understanding, 2 = difficult; 3 = neutral; 4 =
easy understanding; 5 = very easy understanding, this kind offered the
respondents choose one number which is mostly fit to their current
situation.
Wilkinson & Burmingham, (2003: 10-11) added one more different
above mentioned as typical ‘multiple choice question’ would be which
of the following are important attribute of an employee?: good
timekeeping; well-developed customer relation skills; good numeric
skills; ability to liaise with other department staffs.
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Principles of Questionnaire Construction
A hundred of publications viewed on the principle and step of
constructed questionnaires in differentially based on the research
field, topics, and aims or objectives, (Sisaad, 2001:77) suggested six
principles: (1) identify aim or objective clearly of what we needs; (2)
make the question match the research objectives; (3) chronology the
questions with the draft’s titles basis; (4) avoids the huge questions
and redundant; (5) minimize of the respondents’ barrier; (6) language
communication should be awareness on wording, sentences and
phrases clearly, easy understand; fit to the respondents’ qualification
background; one problem on each item; avoid the multiple answers;
familiar or local word; do not ask the personal confidential. Johnson,
B & Christensen, (2012:164) offered fifteen principles of questionnaires
construction: (1) Make sure the questionnaire items match your
research objectives; (2) Understand your research participants; (3) Use
natural and familiar language; (4) Write items that are clear, precise,
and relatively short; (5) Do not use "leading" or "loaded" questions; (6)
Avoid double-barreled questions; (7) Avoid double negatives; (8)
Determine whether an open-ended or a closed-ended question is
needed; (9) Use mutually exclusive and exhaustive response categories
for closed-ended questions; (10) Consider the different types of
response categories available for Closed-ended questionnaire items;
(11) Use multiple items to measure abstract constructs; (12) Consider
using multiple methods when measuring abstract constructs; (13) Use
caution if you reverse the wording in some of the items to prevent
response sets in multi-item scales; (14) Develop a questionnaire that is
easy for the participant to use and (15) Always pilot test your
questionnaire in several times if possible.
Sinjaru, (2012: 85) recommended seven principles for questionnaires
construction: (1) study and compiles the relevant theories and
concepts then analyses and synthesis prior to draft the questionnaires
structures; (2) identify and scope structures and items' language
usage; (3) discusses with supervisor (improve more, if disagree); (4)
specific experts check (improve more, if disagree); (5) meet supervisor
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for piloting or tryout with 20-30 participants out of the main sampled;
(6) analyzing data to see the questionnaires' quality; (7) improve and
completing questionnaires package and offered it to supervisor for
validating basis.
Likitwattana, (2000:103) offered five principles of questionnaires
construction: (1) identify and scope the basic requirement; (2) select
the type of researchers instrument appropriately; (3) draft the structure
and consider wording each items questionnaires; (4) testing the
quality with multi-methods and (5) improving and completing the
package. Soukkhavong, (2010) offered three sections mainly
instruction, respondents' personal data, the main aspect of the
research study, additional opinions at the end of each aspect.
Type of questionnaires measurement
Measuring technique can either indicate directly the value of the
measured quantity or only indicate its equality to a known measure of
the same quantity and its value of the small difference between the
measured quantity and the measure having a value very near to it.
Gay and Airasian, (2005) points out several types of measurement
which depend on the research field, research topic and variables, those
are cognitive test including achievement tests, aptitude test; affective
tests consisted of attitude scales such as Strongly agree to Strongly
disagree, and other five points-likert scale; project tests comprised of
materials in such picture and people's feeling.
Besides, Gay and Airasian, (2005) also proposed measurement scales
to be a reference in wight with the score produced likes normal
variable also called categorical variable, represent the lowest level of
measurement. For identification purpose, the normal variable is often
represented by number, e.g male = 1 and female =2. Ordinal variable
it is not only classified person or objects, they also rank them in term
of the degree to which they possess a characteristic of interest, e.g if
50 people were rank from 1 to 50. Interval variable it has all the
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characteristics of nominal and ordinal variables, but also have equal
intervals and also used in field of educational research, such as
achievement, aptitude, motivation, and attitude test are treated as
interval variable, for example: that the difference between a score of
30 and a score of 40 is essentially the same as the difference between
a score 50 and a score of 60 and etc…Ratio variables it represents the
highest, most precise, level of measurement. In addition, it has a true
zero point, for example, if ‘no weight' is a meaningful one.
Validity tests
Validity is described as the degree to which a research study measures
what it intends to measure. Hardesty & Bearden (2004) suggested four
types of validity test as internal validity refers to the validity of the
measurement and test itself that focused on face validity, concurrent,
productive and construct validity, whereas external validity refers to
the ability to generalise the findings to the target population which is
comprised of population, setting, task or stimulus, social. Siniscalco
and Auriat, (2005) offered three kinds as content (or face) empirical (or
predictive) and concurrent validity. Gay & Airasian, (2005) added that
validity is the most important characteristic a test or measuring
instrument can possess, and it also crucial in all forms of research and
all types of tests and measures as well as this involving three distinct
approaches to test validity such as content validity, mean to compare
content of the test to the domain being measured, and determined by
expert judgment; criterion-related validity, to observe the correlate
score from one test to the criterion measure either the same or
different; construct validity is the amass convergent, divergent, and
content related evidence to determine that the presumed construct is
what is being measured.
Sinjaru, (2012) viewed educational research consistency is crucial to
make sure that research is validity and reliability and would be
response all research questions, aims and hypothesis as well. Validity
test could be conducted in multi-methods, depends on the field or
area majoring and specific purpose, questioning, hypothezing. One of
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the most preferred technique of validity test widely used as the Index
of Item of Objective Congruence or IOC, Rovinelli and Hambleton,
(1977) stated on IOC it is a procedure used in test development for
evaluating content validity at the item development stage. The validity
test is aims to assess two sets of self-constructed questionnaires by
focusing on detecting and eliminating the erroneous wording and
phrases in each item in case of an inappropriate and incongruent
wording between sub-scales and items. Other words, it aims to extend
to which the test in what it is supposed to measure and performs. It is
generally measured in degrees as a process; it is also involved collect
and analyzing data to assess the accuracy of an instrument through
the statistical test. Likitwattana, (2010) suggested some methods of
validity test by IOC technique with 3-5 specific experts to check and
assess its validity toward the consistency based on accepting criteria
average to be an instrumentality of research study. The IOC formula
below as the main method to calculate or validity test.
IOC = IOC =
Where: IOC = Index of Item of Objective Congruence
R = index item score rate by specific expert
Ʃ = sum score
N = number of expert
IOC (criteria of average IOC)
Table 1. The quality measure methods
Type of research instrument The characteristic of measurement
Validity Reliability Difficulty Discrimination
Questionnaires - -
Test
Attitude test - -
Interviews - -
Observation - -
Sources: (Gay and Airasian, 2005:151-175); (Likitwattana, 2000:105-116); (Sinjaru,
2012:65-85); (Sisaad, 2001: 94-113).
Based on the principles and component of questionnaires
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construction that has had above-mentioned, it observed that
questionnaires should be cleared and precise with familiar language,
avoiding bias word, phrases, double-barrelled questions, offer five
Points Likert- scale, so that the researchers take it into the drafted as
the Set A for ‘Teacher management’ which is under the six sub-scales
and Set B for ‘Causal of teacher burnout’ as the main scope of research
study. The questionnaires sample has shown in the above and below
are a part of six sub-scales of the Set A' Teacher Management' that
researcher designed to elicit information with the leader/administrator
at the Teacher Training Institutes in Laos toward their awareness in
functioning responsibility, also at the end of each sub-scale is
provided freely for respondents' opinions in using some appropriate
wordings or other relates for further revising of the item properly.
17
Table 2. Sample of the first draft of questionnaire, (Set A: Teacher
Management)
18
Table 3. Sample of the first draft of questionnaire, (Set B: Causal of
Teacher Burnout)
Besides, the measuring quality of research questionnaire, we need the
criterion of the average mean score to verify the right interpretation of
score produced.
Reliability test
Reliability is the degree to which a test consistency measures whatever
it is measuring, the more reliable a test is, the more confidence we can
have that the scores obtained from the test are essentially the same
scores that would be obtained if the test were read ministered to the
same test takers. Joppe, (2000) stated reliability as the extent to which
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results are consistent over time and an accurate representation of the
total population under study is referred to as reliability and if the
results of a study can be reproduced under a similar methodology,
then the research instrument is considered to be reliable.
Table 4. Rating and interpreting criteria
Source: (Vigias, (2006); Sijaru, 2012:75); Sisaad, 2001:121) Johnson & Christensen,
(2012)
However, the classical test theory, any score obtained by examining
questionnaires is composed of both the “true” score, which is
unknown, and “error” in the measurement process. The true score is
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essentially the score that a person would have received if the
measurement were perfectly accurate. Reliability can be thought of as
consistency, there are four general estimators that it may encounter in
reading research:
Inter-Rater/Observer Reliability: The degree to which different
raters/observers give consistent answers or estimates.
Test-Retest Reliability: The consistency of a measure evaluated
over time.
Parallel-Forms Reliability: The reliability of two tests constructed
the same way, from the same content.
Internal Consistency Reliability: The consistency of results across
items, often measured with Cronbach’s Alpha. Cronbach (1951)
points out that the Test the Reliability Coefficient for Internal
Consistency of questionnaires with maximum 10-60 sampled to
see the Alpha-Coefficient as Cronbach’s alpha score is significance
greater at >.75 totally and each item score is significance greater
at > .80 is consider item homogeneity.
In addition, Tungsujarittam (2014) proposed some ideas to evaluate
the test’s reliability, the KR–20 (Kuder Richardson) was used in the
study. The test’s reliability shows accurate measures of the test takers’
proficiency whenever the test is used, with different students and/or
different test takers, Green, (1998). The KR - 20 values between 0-1.
The closer the value is to the whole number 1.00, the greater the test’s
reliability. Conversely, the KR-20 gets close to 0.00, the low consistency
of the test is. Hence, the criteria of the test’s reliability at 0.60 and over
are acceptable.
Table 5. Summary of methods for measuring reliability
Type of Number of Number of Statistical
reliability Testing sessions format procedure
Test-retest 2 1 Correlation coefficient
Equivalent form 1 or 2 2 Correlation coefficient
Internal consistency 1 1 Kuder-Richardson, coefficient-
alpha or correlation coefficient
Inter-scorer 1 1 Correlation coefficient
Source: (Johnson, B & Christensen, L. 2012:138)
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Piloting
Problem statements
The problems are facing challenges for upcoming of the research
tilted ‘Teacher Management at Teacher Training Institutes in Laos’ it
was rarely full reported in publications on the questionnaire to fit and
adapted it, that’s why author self-constructed and need to examine of
its validity and reliability and determine the proper wording and
phrase in each item. The main issues in self-made questionnaire is
concerned on the wording, phrases which is frequently encountered
among respondents. Besides, thousands of empirical studies provide
undefined in detail and surprisingly unanimous advice on the issues.
Questions
In order to arrive the aim of this study, it would be to ask the following
question that what does wording and phrases in the questionnaires
sets needed to be omitted?; Is there statistically significant in reliability
test? and which wording and phrase do the respondents reject
frequently?
Aims of pilot study
This pilot study is aims to assess two sets of self-constructed
questionnaires by focusing on detecting and eliminating the
erroneous wording and phrases in each item in case of an
inappropriate and incongruent wording among item question, sub-
scales and research objectives.
Methods
Participants: this small-scale study is a part of my full-scale research
study titled ‘Teacher Management at Teacher Training Institutes in
Laos’. Thus, the participants were five specific experts and 20 academic
staff in the department of personnel and organization, Ministry of
Education and Sports and five senior teachers and 20 teaching staff in
the Faculty of Education, Souphanouvong University with 50 totally
22
and these were asked to checked and assessed the questionnaire set A
Teacher Management and set B Cause of teacher burnout respectively.
The data collection took place in Laos by personally during July-
August 2016.
Instrument: There are two sets of self-constructed questionnaires, the
set ‘A” for teacher management, consisted of six sub-scales with 63
items totally, break down as job analysis (9 items); recruitment and
selection (9items); pre-service training (9items); performance appraisal
(11items); compensation (18items); training needs assessment(7items).
The set ‘B’ for ‘Cause of teacher burnout’ comprised of three sub-
scales with 25 items totally as Teaching loaded (8items); teacher
compensation (10 items) and Teaching career development (7items)
Data analysis and statistical applications: author cleaning,
encoding data and analyze through SPSS by using basic and inference
statistics and present output on the tabulate with explanation and
interpretations based on the criteria of the average mean scores has
had mentioned in the theoretical framework.
Results
Result 1. Regarding to the personal data
Table 6 (seep appendics) Shows the frequency and percentage of the
respondents’ distribution, the analyzed, the finding there was more
females (53.75%) and mostly possessed the master degree (56.25%)
and they have been working experiences more than 16 years (42.5)
and it was wonderful that only two out of 50 participants possessed
Ph.D level.
Result 2. Relate to the questionnaires set 'A' & B of the validity
and reliability test.
This study is part of a study of ‘Teacher management at teacher
training institutes in Laos’ in the future. The present paper reports on
the developmental process of the instrument. It aims to assess two
sets (Set A and B) of self-constructed questionnaires by focusing on
23
detecting and eliminating the erroneous wording and phrases in each
item in case of an inappropriate and incongruent wording between
sub-scales and items.
The results indicated in the table 6, 7, 8, 9 and 10 (see appendices)
found that 19 out of 63 items under the six sub-scales in the set A
‘teacher management’; and 7 out of 25 items in the set B ‘cause of
teacher burnout’ found needed to be omitted. The average score of
IOC test technique at ≤.50 and the sum scores were of the sets ‘A’
∑M=.60; and Set ‘B’ ∑M=.68, respectively. As regards reliability, for the
set A the agreement was at a moderate level (M=3.27; SD=0.22,
α=.801; r=.395; KMO =.588) and for the set B, a moderate level was
found, too (M=3.31; SD=0.82, α=.956; r=.996; KMO =.652) respectively.
Discussion and answer to the questions
This study is part of a study of ‘Teacher management at teacher
training institutes in Laos’ in the future, this paper present the test
score of validated of both set A and B which is rated and assessed by
ten specific experts and senior teachers, regarding the test each sub-
scale and items with the acceptable in generally. However, to answer
some question in such what does wording and phrases in the
questionnaires sets needed to be omitted?; Is there statistically
significant in reliability test? the immense result of the study shown in
tables 6,7,8,9 and 10 that could be observed in the appendices and
there were twenty-six items of both sets that need to be eliminated or
improve in some particular items as due to low average of mean score,
the test of reliability was statistically significant in both set A and B
that means questionnaires structure, sub-scale, item loaded and
research objective were gradually consistent.
For the question to ‘which wording and phrase do the respondents
reject frequently?’, this stud, mostly of the respondents including
experts, senior teachers and academics staff was concerned and felt
low foresee in responding, especially ambiguous, complex and
double-barreled question, terminology, these terms and phrases were
24
reflected by respondents in part of their opinions drained on the
space at the end of each sub-scale provided, in this case it was
congruence to the Oppenheim, (1992); Warwick & Lininger, (1975)
suggested the words used in questions should be understandable to
all respondents, and the meanings imputed to those words should be
as universal as possible among respondents; Krosnick (1999)
confirmed that the words used in questions should be understandable
to all respondents, and the meanings imputed to those words should
be as universal as possible among respondents; Sisaad, (2000)
commented word loaded to each items must be tighten to the sub-
scale and research objectives; Likitwattan (2000) viewed language is
inherently ambiguous as the major of missing data in the survey
questionnaires.
Besides, the issues regarding erroneous wording and phrases, Parten,
(1950); Yanprasart, Y. (1982). question wordings should avoid bias that
would push answers one way or another; Likert, (1932); Thurstone,
(1928) in order to minimize the impact of the idiosyncrasies of item
wordings, it is best to aggregate answers to a battery of items into a
single index and Krosnick (1999) viewed logically that the items used
should be the few most efficient and effective ones tapping the
construct of interest.
In addition, the applications wording into questionnaires should be
examined in multi-methods that Johnson and Christensen (2012)
pointed out the pilot test to determine whether the it operate properly
before using it in a research study and the test should note any points
of confusion; Martin, (2006) Constructing questionnaire involves many
decisions about the wording and ordering of questions, selection and
wording of response categories, form acting and mode of
administration of the questionnaire.
It had has above mentioned, this study would highly given the
invaluable lessons in planning to draft and draw research instrument
by own researcher, particular questionnaire which is widely
applications in educational research realm, it should be self-awareness
25
on the research topic, scope of research, conceptual framework,
material supports, advisor in field available, experiences, read the right
books to draft questionnaire, meet the right people in the right field
or area to share ideas as peer reviews, linguistic, practice in the field
work to gathering the most familiar, local and career words. Besides, it
seem concerned to the target organizations that planned them involve
our research doing, examinee’s education background, language
knowledgeable, context and contents.
Conclusion
This study is part of a study of ‘Teacher management at teacher
training institutes in Laos’ in the future and researcher self-constructed
questionnaire and it on the process of instrumental development. It
could be overviews the theoretical framework and result of piloting as:
Questionnaires is a research instrument and commonly used for
collecting data from the samples defined, particular quantitative
research which is consists of a set of self-constructed and develop by
researchers to obtain data and it can be said examined the quality of it
through the validity and reliability test methods, both never separately
each other.
Validity is the accuracy of the inferences, interpretation, or action
made based on test scores, while reliability refers to the consistency or
stability of the test score. Coefficients of reproducibility and reliability
such as Cronbach's alpha and the Guttman coefficient of
reproducibility, it the consistency or stability of test scores. Thus, both
are tools of an essentially positivist epistemology to consider in using
a test.
Pilot study is the first stage of research practical work and it can help
researcher get more vital information about feasibility of the research
instrument use for the full-scale research, doing the researcher in any
field will be needed to ensure of its validity and reliability, particular in
part of questionnaires must intend of language knowledge,
appropriateness of wording and phrases.
26
The result of the pilot study in examining the validity and reliability of
self-constructed questionnaires of the both sets A and B found the
moderate level and there is no statistically significant in the reliability
test of both questionnaires sets and there was gradually satisfying
appropriate. However, it seem to be examined once again while
compare between the scorers and the criteria of mean average.
This study also faced many unforeseen circumstances in such material
supports, data collection, time allowance, relevant organizations,
target participants and budget strictly. In this occasion, I personally
like to have deepest thanks to the Hungarian Government in offering
the scholarship through the Stipendium Hungaricum Scholarship
Program to me and come to study in Hungary so far.
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29
Appendices:
Table 6. The percentage of the gender distributions (N=50)
Valid
Gender Qualification Working experiences
(Years)
M F Tot
al
BA MA Ph
D
Tota
l
<10 10-
15
16
>
Tot
al
Frequen
cy
(%)
22
46.
25
28
53.
75
50
100
.0
21
41.
25
27
56.
25
2
2.5
50
100.
0
16
23.7
5
15
33.
75
19
42.
5
50
100.
0
Table 7. Set A ' teacher management, the test of validity by IOC
technique
Six sub-scales N
No.
of
items
∑IO
C
Result
Interpret
Accepted Rejected
Job analysis
5
specific
experts
9 .80 8 1 High
Recruitment-Selection 9 .44 7 2 Low
Pre-service training 9 .64 7 2 High
Performance appraisal 11 .65 8 3 High
Compensation 18 .63 12 6 High
Training needs
assessment 7 .48 2 5 Low
Total = 5 63 .60
44
Items
19
items High
(Index Of Item of Objective Congruence or IOC = .05)
Table 8. Show the test score of mean, SD, Cronbach, Correlation
coefficient and KMO
Six sub-scales N No of
items Ʃ x SD
r KMO
Job analysis 20 8 3.22 .30
.80 .395 .588
Recruitment-Selection 20 7 3.32 .35
Pre-service training 20 7 3.31 .62
Performance appraisal 20 8 3.13 .44
Compensation 20 12 3.22 .38
Training needs
assessment 20 2
3.45 .45
Total 44 3.27 .22
30
Table 9. Validity test of Set B 'Cause of teacher burnout'
Three sub-scales N
No
of
item
s
∑IO
C
Result
Interpr
et Accepte
d
Reject
ed
Teaching loaded 4
senior
teachers
8 .65 5 3 High
Teacher compensation 10 .70 8 2 High
Teaching career development 7 .71 5 2 High
Total = 5 25 .68 18 7 High
(Index Of Item of Objective Congruence or IOC = .05)
Table 10. Reliability test of Set B 'Cause of teacher burnout'
Six sub-scales N No of
items Ʃ x SD
r KMO
Teaching loaded
20
5 3.23 .90
.956 .996 .652 Teacher compensation 8 3.41 .73
Teaching career
development 5
3.31 .99
Total 18 3.31 .82
31
FROM INFORMATION ASYMMETRY TO INFORMATION
OVERLOAD - TECHNOLOGICAL SOCIETY OF
CONSUMERS
Katarzyna Południak-Gierz2
Jagiellonian University, Str. Gołębia 24, 31-007 Kraków, Poland
Problematic regulation of information duties
The purpose of the research is to identify the major issues connected
with regulation on information duties in consumer law. EU legislator
has implemented a model of protection by information. He obliged
the professional to provide a weaker market participant (consumer)
with data necessary to assess the risks and benefits of particular
agreement: i.e. details on the object of the contract, costs and the
parties of transaction. It is believed that providing weaker party with
data on the matters can diminish information asymmetry between
contractual parties.
Notwithstanding, current studies on consumer behaviour suggest that
this assumption may be erroneous, especially in case of transactions
concluded via Internet. Discrepancy between human capability to
absorb and process information and the amount of data an average
person is exposed to on daily basis undermines the functionality of
this protective model. The economic analysis of law itself delivers
arguments against the functionality of expanded information duties.
Cognitive limitations, costs of acquiring and processing data, possible
benefits of familiarizing oneself with it, compared with the effort
2 Katarzyna Południak-Gierz is a PhD Candidate at Jagiellonian University, Krakow,
Poland, Legal Advisor Trainee, and since 2017 she is conducting research program "PRELUDIUM 11" on "Personalized agreements in the light of civil law" under the supervision of prof. dr. Fryderyk Zoll.
32
taken, weight against the rationality of reading information provided
by the professional. Studies on consumer behaviour demonstrate that
there are also several factors diminishing the effectiveness of such
information given by the trader according to his pre-contractual
obligations. The most significant are: information overload effect,
endowment effect, unrealistic optimism, status quo bias, loss aversion,
regret avoidance and the sunk cost fallacy.
What are the weaknesses of the contemporary legislative approach?
What does lead to the partial failure of protection by information
paradigm? Can the system be repaired or should we look for other
model of protection in case of consumer law?
Examining the aforementioned can let one determine the main issues
the EU legislator has to cope with in the forthcoming years when
regulating the status of the consumer. The main goal of this research
is, therefore, to give an insight on future of information duties in
consumer law within the Digital Market sphere.
Hypothesis and methodology
Despite the complexity of regulation on information duties in B2C
online transactions, the consumer is frequently not aware of the
aspects of the contract that are vital in his or her situation. Contractual
terms are rarely read and pre-contractual details play a minor role
during the decision making process.
The aim of this research is to localize illusions of functionality in the
contemporary regulation model. Therefore, it is highly recommended
to supplement traditional dogmatic law analysis with other
investigation methods in order to obtain a broader perspective. Legal
regulation might be flawless but some other, extra-legal factors – e.g.
law subjects characteristics, market failures, technology – may
undermine its effectiveness. Accordingly, to identify the elements
impeding protection by information in the online environment, an
interdisciplinary approach is recommended. Theory triangulation
33
seems the most adequate tool of research. Taking multiple
perspectives while interpreting the data enable one to define issues
that are not clearly visible from the legal point of view but can
influence application of law.
Firstly, the current law provisions are presented and analysed in the
light of the requirements of good legislation. Then the issue is
assessed from economic analysis of law perspective. The factors that
can reduce its practical utility are to be enumerated and challenged.
Afterwards, the results of research on consumer behaviour are
examined and the correlation between the effectiveness of the
regulation on the pre-contractual information duties and behavioural
tendencies is stated. Finally, taking into consideration the flaws and
issues diminishing the accuracy of current protection by information
model, postulates de lege ferenda are to be formulated.
The requirements of good legislation
The EU legislator decided to introduce a model of protection by
information based on a wide catalogue of information duties. Due to
the conviction that more information provided equals better informed
consumer the main effort was put into enumerating all the pieces of
data potentially necessary to assess the benefits and risks of every
transaction.
In the Article 6 of Directive 2011/83/EU of the European Parliament
and of the Council of 25 October 2011 on consumer rights, amending
Council Directive 93/13/EEC and Directive 1999/44/EC of the European
Parliament and of the Council and repealing Council Directive
85/577/EEC and Directive 97/7/EC of the European Parliament and of
the Council EU legislator decided to introduce a closed list of pre-
contractual specifics the trader shall provide the consumer with. The
enumeration covers nineteen issues:
the main characteristics of the goods or services, the identity of the
trader, his address and contact details, price, costs of delivery and
communication, arrangements for payment, way of delivery,
34
performance of contractual obligation, the right of withdrawal and its
conditions, the legal guarantee of conformity for goods, after sale
customer assistance, services and commercial guarantees, the
existence of relevant codes of conduct, the duration of contract
(where applicable), the minimum duration of the consumer’s
obligations, the existence and the conditions of deposits or other
financial guarantees, the functionality of digital content, its
interoperability with hardware and software, possibility of having
recourse to an out-of-court complaint and redress mechanism.
All that information requirements have obligatory character and
cannot be altered or changed neither by the state legislator nor by the
trader. The information forms an integral part of the distance or off-
premises contract and can be altered only if the contracting parties
expressly agree to do so.
Less stress has been put on the requirement of transparency. Despite
establishing this long and detailed list of information requirements the
EU lawmaker underlines, that the information should be provided in a
clear and comprehensible manner. Here strikes a paradox – this
amount of data is highly unlikely to be transparent. The abundance of
aspects the consumer has to be informed about by itself must obscure
the picture.
Additionally, the character of agreement can make it a subject of
another regulation and the aforementioned list may be lengthened by
sector-specific provisions. Requirements of the Directive on Consumer
Rights are amplified by information duties of Directive 2006/123/EC
on Services in the Internal Market and Directive 2000/31 / EC on
Electronic Commerce. What is more, EU Member States retain the
possibility to impose additional information requirements applicable
to service providers established on their territory. If any provision of
the Directive on Consumers Rights stays in conflict with a provision of
an European Union act governing specific sector, the specific
regulation should be given priority. This conflict of law norm is a
legislative recognition of current rules concerning the mutual relations
35
between laws - lex specialis derogat legi generali. It is important,
however, that the derogation by the provisions of sectoral laws do not
include provisions of Directive on Consumer Rights in extenso, but
only these rules which collide with specific regulation of particular
sector (Lubasz, Namysłowska, 2015, commentary on Article 12).
In the light of the rule of law principle, good law should be consistent,
free of contradictions, stabile, possible to fulfil and - last but not least
– transparent. Legal provisions ought to be clear, obvious and
understandable without doubt or ambiguity. It facilitates creating
“foreseeable” legal environment and supports the principle of legal
certainty. Realisation of the principle of transparency of law in context
of information duties in the light of current regulation is dubious.
Although Directive 2011/83/EU requires maximum harmonisation, the
scope of information obligations of the entrepreneur can be
significantly broader than provisions of Directive on Consumer Rights
suggest. In order to determine what are information duties, different
laws are to be taken into account (Lubasz, Namysłowska, 2015,
passim). Frequently it is necessary to utilize various interpretation
methods to clarify, which information duties apply in a particular case.
This diminishes the clarity of law and is strongly undesirable in the
light of the rules of law principle. Regulation remains non-transparent,
shattered and lengthy, sometimes contradictory. Those elements
lower the quality of legislative technique. It is especially alarming due
to the fact that those norms apply to private individuals, as a rule not
having legal formation. If the act were to support consumers in
executing their rights, it should be clear enough to be understood by
them without asking for legal counsel.
To sum up, regulation on information duties aims to combat the
information asymmetry between the consumer and the trader. Yet the
legislative technique chosen by the lawmaker obscures the normative
content of the act. The provisions are not sufficiently transparent, what
per se reduces their effectiveness. If it is not clear for both the
consumer and the trader what the information duties of the latter are,
36
the former is unlikely to benefit from such an undetermined
protection. The consumer cannot easily verify, what he should be
informed about. Not being aware of scope of data he ought to be
provided with, he cannot practically exercise his right to be informed.
This lack of transparency brings inconvenience to the trader as well.
Even proceeding with due diligence, frequently in case of a dispute he
finds himself unsure of meeting all the legal requirements regarding
information duties (Grochowski, 2012, p. 191).
Economic analysis of law perspective
A rational consumer before concluding a contract seeks information to
assess whether the transaction will be beneficial for him. Borders of
search, in the light of the economic analysis of law, are drawn by its
costs. The moment in which expenditures incurred in order to find the
information outweigh the benefits it brings an end to such search.
However, in case of distance contracts the possibility to assess the
object of the contract and the credibility of the trader – or, more
generally speaking, risks and benefits of the transaction - is limited to
analysis of information published by the entrepreneur (Mikłaszewicz,
2008, pp. 59-60, p. 72). In such situation consumer is likely to be
lacking vital information on the contract. The need for legislative
intervention becomes clear. The EU lawmaker imposes catalogued
disclosure obligations of the entrepreneur.
Notwithstanding, the consumer, who is presented with a very
extensive catalogue of data, is likely to resign from reading the
information given. The decision not to get acquainted with the
information folder can be the induced by many rational factors.
Firstly, so-called information costs include expenses associated with
the search of data but also with its processing: effort to perceive,
extract and understand the information (Mikłaszewicz, 2008, pp. 70-
72). If the legislator aims at diminishing the information costs it is
highly recommended to ensure not only its attainability but also that
it is ready to use. Complex, detailed or long information, written in a
37
way difficult to read or comprehend, requires a significant effort to be
transformed into applicable knowledge about the issue.
A person aware of her cognitive limitations is not willing to make an
effort, which will most likely fail to improve the situation or expand her
knowledge. Absorbing all the provided information, understanding it,
selecting data relevant in a particular situation and processing it in
order to take the best decision is often time consuming, intellectually
demanding and tiring. As a consequence, its costs are
disproportionate to the value of the concluded agreement, not to
mention the possible benefits of knowing pre-contractual information.
Therefore, homo oeconomicus is willing to take the risk of concluding
a transaction without familiarizing himself with all the pre-contractual
specifics. In this manner he avoids unnecessary and disproportionate
costs of processing information.
An average consumer has neither the expertise on the subject of the
contract, nor the knowledge of the law, allowing accurate
interpretation of all provisions of a standard contract. Decoding the
content of the agreement concluded exceeds his capabilities. Due to
the aforementioned, frequently consumer’s investigation will finish
after confirming the object of contract and its price. The verification of
payment method and the time and place of delivery will take place
after decision on conclusion of contract.
In addition, a consumer is often not able to find the pieces of
information he needs to successfully compare offers. Here the
phenomenon of an adverse selection appears (Wilson, 1987). A
consumer is provided with a significant amount of information.
Assuming that he is a regular participant of the market, lacking special
knowledge, considerable experience or deep market insight, he will
not be able to extract from these data the pieces of information that
are really important in his situation efficiently not putting additional
effort. Thus, being unable to evaluate quickly the utility of the
information, he will treat in the same way pieces of information that
are potentially useful and both totally irrelevant.
38
Thus, from the point of view of the entrepreneur, providing key details,
which could discourage the consumer from the agreement, is
economically unjustified. Similarly, trader is not motivated to verify the
accuracy of data, if the other party is not able to distinguish between
correct and invalid statements.
Therefore, although the information duties are obeyed by the
professional, the principle of transparency is not fully implemented.
Even with due diligence of the entrepreneur the pre-contractual
information prospect is too long and too complicated for the
consumer to comprehend. From the pragmatic point of view,
absorbing and processing all that data would be economically
unjustified.
As a result, the consumer is no longer interested in reading the pre-
contractual. It is not economically justified to make the effort of
absorbing and processing the additional information that appears
pre-contractual information folder. On the other hand, none of us is a
perfect homo oeconomicus. Therefore there might be other reasons,
i.e. of psychological character that may enhance the effectiveness of
extensive catalogue of information duties.
Behavioural studies approach
The first problem, addressed by the behaviourist in the eighties of XXth
century, is the information overload effect: too much information
hinders the understanding of the case. Having too much data makes it
difficult to make an optimal decision. However, in 2003 (Hoyer,
MacInnis, Pieters, 2012, p. 197; Foxall, 2015, p. 316.) these thesis were
challenged - information overload was rather associated with the
structure of data, its distribution then with its amount. It was claimed
that information overload effect appears because of chaotic,
uncomprehensive way in which the data is presented.
Further research, however, still indicates a positive correlation between
39
the adequacy of person’s activities and the amount of data she
disposes of (Eppler, Mengis, 2004, pp. 325-344). However, this link
exists only to a certain point. When a sharp decline exceeded in the
adequacy of the actions taken is noticed. It was concluded that when
there is too much information available, it ceases to be a factor in the
decision-taking process. It was pointed out that with the increase of
the amount of details it becomes more difficult to find pieces of
information vital in the situation of a given consumer.
Interestingly, this critical point of information overload in case of
online transactions comes surprisingly fast. It became especially visible
during a behavioural research carried out for European Commission.
Results of Testing of a Standardised Information Notice for Consumers
on the Common European Sales Law Request for Services
JUST/2011/JCIV/FW/ 0135/A4 in the context of the framework service
contract EAHC/2011/CP/01 from 2013 proved that normally
consumers do not read notice of consumer rights in detail. Half of
consumers spends no longer than 6-7 seconds on reading it and less
than 15% of the people interviewed look at the information more than
once. Only 32% of the consumers scroll all way to the end of the
presented document. Approximately one in five respondents claim to
have read it in full. As a result only a minority benefits from disclosed
information.
Respectively, there was a particularly illustrative empirical study
conducted by Gamestation. The entrepreneur put in the contract an
opt-out clause, under which the consumer concluding the contract
agrees to convey ownership of his soul. To make this clause even less
attractive for the consumer, people who opted it out were entitled to
receive vouchers worth £5. Notwithstanding, 88% of consumers have
not benefited from the possibility of exclusion of that clause.
Another issue, frequently raised by behaviourist, is the endowment
effect. An average person prefers what he already has in possession to
the thing he can obtain. Similarly, a subject about which the person
has already learnt tends to be considered more appealing than the
40
one about which she still has no data. What is more, a consumer who
has made an effort to read the available information is usually already
too involved to actually assimilate some new specifics that should (in
the light of the rationality principle) affect his decision. These
tendencies automatically diminish the weight of pre-contractual
information in consumer’s decision process.
In addition, the trust in the known entity as well as unrealistic
optimism of consumer can also disrupt the process of decision
making. Rationality of the consumer is also biased by the tendency to
ignore information that undermines the accuracy of the earlier
decision. In this way a person protects herself from cognitive
dissonance. Behavioural biases that speak against the rationality are as
well: status quo bias, loss aversion regret avoidance or the sunk cost
fallacy. Having a disturbed sense of equivalence means that one is
convinced that a change can only deteriorate his situation. Loss
aversion is a tendency to prefer avoiding losses over acquiring gains.
Similarly, regret avoidance prevents a person from changing a bad
decision due to the fear that is can bring further deterioration of her
situation. Finally, there is a Concorde fallacy, that forces one to
continue investing resources on a project, product, etc. in order not to
waste the money or effort he has already put into it, regardless the
unlikeness of success.
All the aforementioned biases and effects, present in consumer
behaviour, hinder absorbing and processing information as well as
decision –taking. Those phenomena have universal character and, in
order to complete the picture, it is needed to take into consideration
also behavioural biases that are characteristic for human activities in
the online environment.
So far, preliminary studies on consumer behaviour operating via the
web and beyond it (Sagarin, Britt, Heider, Wood, Lynch, 2008, pp. 4–
17). indicated that on the Internet consumers has greater difficulty in
noticing and assimilating even simple information. This is caused by
the following factors: the intensity of the exposure to data, personal
41
irrelevancy of information, conviction that the information is already
known and various distractions (Luzak, 2015).
On the Internet we are constantly inundated with information: mostly
commercials but also news, messages, pictures and videos. The
consumer ceases to pay attention to this messages because of the
intensity of exposure. Information overload changes general
consumer’s attitude towards data, increasing likelihood of neglection.
What is more, pre-contractual specifics provided by the trader are
frequently personally irrelevant to the consumer. If the catalogue
includes mostly data that is uninteresting for the individual, not
corresponding with his situation or needs, it is highly improbable that
he reads it. Often the information is disregarded as already known. It
is especially the case of standardized contract. The consumer is
convinced that he will not find in the document he received any new
or unexpected pieces of information. In those situations it is often
believed, that reading one standard form is sufficient as standard
forms in case of such type of contract should not differ. Finally, in
online environment consumer gets easily distracted. Pop out windows,
aggressive commercials, bold font, colour, movement, sounds, etc. –
they are all constantly fighting to attract his attention. Aware of the
aforementioned, entrepreneurs sometimes do not put an effort
necessary to capture and hold the attention of consumer.
Those issues, typical for person’s online activities, have to be added up
to the common behavioural tendencies diminishing the effectiveness
of pre-contractual arrangements. As a result, one is to discover that
functioning of current form of protection by information in case of
Internet users is even more dubious than in traditional face-to-face
consumer transaction.
On the other hand new technologies provide consumers with extra-
judicial tools of protective character. These are for instance: search
engines, price filtering, reputation based mechanisms and trust marks.
They enable consumer to compare the pricing, sellers credibility and
quality of service of the good in question. Yet, they do not enhance
42
the effectiveness of regulation on pre-contractual information itself,
they are rather the private response on the lack of efficient state
regulation of the matter.
Lesson to be learnt
Empirical research, behavioural studies and economic analysis prove
that consumers do no acquaint themselves with the information
provided by the trader. The fight against this trend appears now not
only doomed to failure, but also irrational. Absorbing and processing
given data is unprofitable and senseless for the consumer.
Firstly, it requires substantial effort and time. In addition, those costs
may not lead to the intended purpose. Consumer is rarely an expert
aware of practical and legal implications of obtained information. For
example an average consumer does not know which contractual
provision - though seemingly very unfavourable - is irrelevant in his
situation because it would be consider void due to the content of
mandatory rules. Similarly, he is not able to identify circumstances that
apparently have little importance but actually can significantly worsen
his legal position. Because of that comparison of the pre-contractual
information provided by different traders (time consuming and
difficult) frequently will not lead to correct conclusions. Even if
consumer understands the available information, he will have a very
limited reaction options. He can withdraw from concluding the
agreement and begin to look for another offer. He can attempt to
influence the entrepreneur (success highly unlikely in case of
automatized online procedures) or conclude the contract in spite of
these negative, in his view, circumstances.
Not only the rational arguments speak against effectiveness of
required by law complex and elaborated pre-contractual information
catalogues. There are also numerous behavioural biases that impede
the consumer to benefit from this kind of protection. In order to create
law that can diminish information asymmetry the legislator should
take into consideration following behavioural tendencies and
43
phenomena: information overload, endowment effect, unrealistic
optimism, status quo bias, loss aversion, regret avoidance or the sunk
cost fallacy. When regulating legal status of the consumer operating
via Internet, the legislator should also consider that in this
environment the one is rather passive and has diminished capability to
notice and process even simple communication. The consumer
disregards data that is personally irrelevant, presumably known, not
visible enough or impersonal.
The costs of absorbing and processing pre-contractual information are
disproportionately high in the context of: the value of the object of the
agreement and possible benefits of having the information. Thus,
taking into account the specifics of online market, we should
reconsider whether in fact model of protection by information in its
current form could result in reducing the asymmetry between the
consumer and the professional entity.
Postulates de lege ferenda
The results economic analysis and behavioural studies allow to
formulate a list of demands in the context of legislative technique.
Firstly, pre-contractual information should be simplified, standardized,
disclosed in a clear and legible manner as well as be easy to compare.
This can diminish the costs of absorbing and processing information
in general.
Secondly, the scope and details of information provided should be
tailored to match the characteristics of the consumer - his knowledge,
needs and abilities. Both: content and form should be adjusted to
consumer’s needs, situation and interests. Fewer but more accurate
pieces of pre-contractual information are required. This way the data
provided would be applicable and useful for the consumer. What is
more, positive effects can be produced by introducing assistants to
help consumers in decision-making process. These assistants can be
either of human or virtual nature, giving advice on the matter,
attracting his attention to vital pieces of information and therefore
44
making contractual relationship more personal. Basically, prioritization
and personalization of pre-contractual information is needed. It
enables us to eliminate irrelevant, impersonal, not easy to understand
data and provide pieces of information that are personally vital, easy
to absorb and process as well as reasonably short.
The implementation of those postulates can contribute to increase in
the efficiency of statutory disclosure duties. However, it is easier said
than done. The doctrine suggests that in order to increase the
effectiveness of the protection of the information it is necessary to
adopt one of two strategies: either to introduce prioritization of
information (e.g. by using Big data technology to select and order
information – personalize it), or restrict the freedom of shaping the
legal relationship through the establishment of compulsory rules
(Tereszkiewicz, 2015). The current model of protection by information
can possibly be adjusted to the needs of its subjects by prioritization
of information. (Bush, 2016). However, this method would mean a
drastic change in legislative techniques. Sceptics underline personal
data protection issues and problems of verification of compliance with
law. Legitimacy of the law stated by code is questioned and the
certainty of law is endangered (Porat, Strahilevitz, 2014, pp. 1453-
1470). In conclusion, until today no widely accepted manner of
prioritization has been proposed.
As an alternative, introduction of compulsory normative standards was
proposed. Dispositive norms tend to favour the stronger contractual
party. On the contrary, compulsory rules serve the weaker one at the
price of limiting contractual freedom. The weaknesses of the model
may be cured by implementing minimal standards for performance of
the contract in the form of peremptory norms. This could contribute
to eliminating the most evident cases of information asymmetry
abuse.
Behavioural touch in consumer law – towards better legislation
Nowadays, the EU legislator is inclined to apply peremptory norms,
45
but he also tries to take into account some of behavioural tendencies
(e.g. art. 5-6, art. 8 of Directive on Consumer Rights). The lawmaker
has stricter requirements in case of entrepreneurs acting online on
how to make information available to the consumer. Offline, it is
sufficient to provide information in a manner that forces consumers to
certain activity e.g. looking for a needs hyperlink (obligation to
provide information). Online, the consumer has to be provided with
information in a way that does not force him to make any additional
steps in order to familiarize himself with data (obligation to give
information). By this small but significant variation in the wording of
provision the inclination of consumer to be more passive online then
offline is addressed (Luzak, 2015).
In this context, also the initiatives to incite consumers to get familiar
with provided information in case of transactions of the utmost
importance is to be positively assessed (e.g. regulation of consumer
credit agreements). Here the standardization of the information
provided as well as introducing an assistant (adviser or informer)
involved in the decision-making process of the consumer are highly
recommendable. Similarly, frequent use of opt-in mechanisms instead
of opt-out option can be useful. Imposing these may actually
substantially alter consumer’s situation due to behavioural biases
connected with the fear of change. This kind of legislative tricks
permits to promote attitudes and behaviours desirable in the eye of
the lawmaker without restricting freedom of the subjects of law.
Conclusion
In the summary – current regulation on pre-contractual obligations of
the professional in case of B2C transactions, especially in online
environment is not effective. Instead of diminishing asymmetry
between the parties it creates a false illusion of functionality. Scientific
world should not turn the blind eye towards the results of empirical
and behavioural studies but benefit from them. The idea of this study
is therefore to attract attention to the issue of pre-contractual
information duties. Regulation of the matter is not flawless and
46
interdisciplinary approach can help to substantially improve it. For the
time being it is not possible to use personalization to prioritize
information duties (possibly will never be), therefore it is rational to
use the tools that are available at the moment. Interdisciplinary
approach enables the legislator to efficiently promote good practises
without imposing peremptory norms. Knowledge on behavioural
biases gives us an opportunity to substantially improve consumers’
situation taking small steps – e.g. by application of nudges, opt-in and
opt-out clauses and assistants. Considering seriously the implications
of behavioural studies can increase the efficiency of contemporary
protection by information model.
References
1. Bush, Ch. (2016). The Future of Pre-contractual Information Duties:
From Behavioural Insights to Big Data, Research Handbook on EU
Consumer and Contract Law edited by Ch. Twigg-Flesner,
Cheltenham, UK, Northampton, MA, USA: Edward Elgar Publishing.
eISBN: 978-1-78254-737-2, 221-241.
2. Eppler, M., Mengis, J. (2004). The concept of information overload: a
review of literature from organization science, accounting,
marketing, MIS, and related disciplines, The Information Society: An
International Journal 20(5), 325-344.
3. Foxall, G. R. (2015). The Routledge Companion to Consumer
Behavior Analysis, Routledge, ISBN-10: 0415729920.
4. Grochowski, M. (2012). Obowizki informacyjne w umowach z
udziałem konsumentów a nadmierny formalizm prawa, Kierunki
rozwoju europejskiego prawa prywatnego, edited by: M. Jagielska,
E. Rott-Pietrzyk, A. Wiewiórowska-Domagalska, Warszawa:
C.H.Beck, ISBN: 978-83-255-1994-0, 178-203.
5. Hoyer, D W., MacInnis, D. J., Pieters, R. (2012). Consumer behavior,
Cengage South-Western, ISBN-101133435211.
6. Ustawa o prawach konsumenta. Komentarz. (2015). edited by D.
Lubasz, M. Namysłowska, Warszawa: Wolters Kluwer Polska S.A.,
ISBN: 978-83-264-8130-7.
7. Luzak, J. (2015). Online Disclosure Rules of the Consumer Rights
47
Directive: Protecting Passive or Active Consumers?, Journal of
European Consumer and Market Law, 4(3), 79–87.
8. Mikłaszewicz, P. (2008). Obowizki informacyjne w umowach
z udziałem konsumentów na tle prawa Unii Europejskiej, Wolters
Kluwer Polska S.A.: Warszawa, ISBN: 978-83-7601-049-6.
9. Porat, A., Strahilevitz, L. J. (2014). Personalizing Default Rules And
Disclosure With Big Data, Michigan Law Review (112), 1417-1478.
10. Sagarin, B. J., Britt, A., Heider, J. D., Wood, S. E., Lynch, J. E. (2003).
Bartering Our Attention: The Distraction and Persuasion Effects of
On-line Advertisements, Cognitive Technology (8), 4–17.
11. Tereszkiewicz, P. (2015). Obowizki informacyjne w umowach o
usługi finansowe. Studium instrumentów ochronnych w prawie
prywatnym i prawie unijnym, Warszawa: Wolters Kluwer Polska S.A.,
ISBN: 978-83-264-3426-6.
12. Wilson, Ch. (2008). Adverse selection. In S. N. Durlauf, L. E. Blume,
M. Palgrave (ed.), The New Palgrave Dictionary of Economics.
Second Edition. Retrieved from:
<http://www.dictionaryofeconomics.com/article?id=pde2008_A000
040> doi:10.1057/9780230226203.0011
48
SUFFICIENCY OF FINANCIAL LITERACY: A CASE STUDY
OF UNIVERSITY STUDENTS IN SLOVAKIA
Beáta Gavurová3, Eva Huculová4, Matúš Kubák5
Technical University of Kosice, B. Nemcovej 32, 040 01 Košice, Slovak
Republic
Introduction
Financial literacy is increasingly brought to common people’s
attention and there are evident activities of policy makers aimed at the
support of financial education in many countries of the world.
Financial literacy (FL) represents a basic and inevitable skill that is
important for human existence in the 21st century. Who is not
sufficiently financially literate, cannot fully participate in the modern
3 Beáta Gavurová, PhD, MBA, Associate Professor, works as assoc. professor at the Faculty of Economics, Technical University of Kosice. In her research work she has focused primarily on measurement and management of performance and efficiency in hospitals, process optimization in public sector, social and health policy, health-demographic analysis, addressing the regional disparities in the availability and quality of health care. For the last five years she coordinated and participated in 15 significant international as well as national grant projects focused on the issue of implementation of ICT systems, the efficiency of health systems and the implementation of specific metrics of efficiency, optimization of processes in the public system, multidimensional analysis of one day surgery and so on. 4 Eva Huculová is a doctoral student working under the supervision of Beáta Gavurová and joined the Department of Banking and Investment at the Faculty of Economics in 2016. Her thesis is concerned with the measurement and management of efficiency in social and health policy. Her main research interests are health care utilization, quality of health care, process optimization in public sector, education support and measurement of efficiency in education system in context of the implementation of financial literacy. 5 Matúš Kubák, PhD, is fellow at the Faculty of Economics of Technical University in Kosice. His professional specialisation is aimed on experimental economics, agent based modelling, quantitative methods and econometrics.
49
economy and its relations. Indebtedness of the population has
changed over few decades and the consumption with its consequent
financial burden on individuals increase. Loans are in globally well
founded, loans may helps in some undesirable situations and thus
make it easier to properly deal with the circumstances. Unfortunately,
money lending has became for many people as a traditional way of
life and short-term loans they use as financial aid for acquiring things
that actually do not need either. However, such behaviour may lead to
difficult life situations and financial problems. Trunk & Dermol (2015)
emphasize a necessity and importance of FL for individuals in order to
manage a family budget optimally, or to create monetary reserves.
The appropriate financial education may also eliminate inequalities in
social-economic status of students. Without basic financial skills
individuals cannot make eligible financial decisions on family budget
with implications on further generations (Szovics, 2012). FL should be
translate in education of secondary school students to support
management of their personal finances which may lead to higher
preconditions for successful and quality life (Totenhagen et al., 2015).
In this sense, it is also appropriate to focus on the use of modern
methods that promote creativity and initiative of students (Belás et al.,
2016). Education has effects on society as to a whole as to the
individual and play important role at national and local level (Johnes,
Portela & Thanassoulis, 2016; Starček & Trunk, 2013). Education of
finance and money management skills are key determinants of
financial outcomes. These basic financial skills and knowledge lead to
diminution debt-to-income ratios of individuals or student loan debt
that are under the financial pressure (French & McKillop, 2016;
Williams & Oumlil, 2015). Accordingly Fabris & Luburic (2016),
González-Sánchez & De Los Ríos Sastre (2014), the level of FL of youth
is insufficient what could give rise to personal financial distresses and
exacerbated financial stability with adverse implications on public
welfare and economic prosperity of the country. As a consequence
financial literacy is considered to be one of the important factor
affecting economic growth when higher financial education or
financial literacy positively influence on economic growth in given
50
country (Dragoescu, 2015; Barro, 2013; Afonso & Aubyn, 2005).
Generally, education belongs to important and crucial services
provided by governments. Structure of education programs and FL’
standards vary in many countries in Europe which may lead to
different student’s knowledge regardless of field of study or university
at a comparable level. Seeing that provision of education programs is
paid for at least in part from the public purse, for many countries is
essential provide education as efficiently as possible (Johnes, Portela
& Thanassoulis, 2016). Aristovnik (2013), Mikušová (2015), Vítek &
Martinková (2015) found relatively high efficiency in tertiary education
within new Europe member states, however, technical efficiency in
secondary education differ across the great majority of Europe
countries (Aristovnik & Obadic, 2014). In consideration of education
efficiency policy activity plays a significant role in like manner. Afonso
& Aubyn (2005) investigated strong relation between inefficiency of
adult educational attainment with economic growth measured by
gross domestic product (GDP) per capita. This connection is
significantly correlated which means that wealthier environment is
important conditions for a higher student performance within positive
and significant implication (Hanushek & Luque, 2003).
Financial Literacy and education support
The total public expenditure on education in most of European
countries are allocated to secondary level of education representing a
substantial proportion of GDP per capita in comparison to other
educational level. Aristovnik & Obadic (2014) shed light on different
level of public expenditure on education from country to country in
consequence of varied length of compulsory education and suggest
rationalizing public secondary education spending redirect of
excessive resources to the tertiary education sector. Many institutions
(as public as private) increase support in the field of financial literacy
education whereby the ensuring efficiency of those programs features
one of the key factor to sustainability development of financial
knowledge and skills of students in every age group (González-
51
Sánchez & De Los Ríos Sastre, 2014). As abovementioned importance
of parental attainment to student‘s outcomes, Afonso & Aubyn (2005)
emphasize that as the children of today are the parents of tomorrow,
policy makers should tend to reduce school dropout rates and to
increase youth education length, which can lead to positive effects on
education system of given country in the future. According to
Kirjavainen & Loikkanen (1998) and Afonso & Aubyn (2005) efficiency
in the education sector particularly depend to family economic
backgrounds and education attainment of parents most demonstrative
in richer countries – variables beyond the control of governments in
short and medium period. Another authors (Barro & Lee, 2001;
Aristovnik & Obadic, 2014; Atkinson & Messy, 2012; Jorgensen &
Savla, 2010) confirmed the higher level of parental education, the
better efficiency of secondary education provision in a country.
Personal savings rates are alarmingly low and shift of substantial
policy responsibility in funding of retirement to individuals have
amplified the calls for personal financial education (Starček & Trunk,
2013; Peng et al., 2007). On the present, there are evident activities in
a support of financial education especially from the European
Commission (EC) side. The EC issued “The Communication on
Financial Education” report. This report explicitly states economic and
social advantages of a higher level of FL as well as fundamental
principles of financial education control according to the chosen
procedures (European Commission, 2007). The EC support led to
implementation of various tools in a more complex financial world in
order to increase FL of students. The FL standards represent one of
those tools that are implemented in institutions of all levels of
educational system, thus students may obtain higher financial skills (as
for instance in the Czech Republic, where the National Strategy for
Financial Literacy was issued in 2010). The primary platform is formed
by economical categories, such as money and transactions, financial
planning and management, risks and rewards, economic terms,
consumer rights and responsibilities, etc. in spite of the differences in
a content of educational standards in the individual countries (OECD,
2016a).
52
In Slovakia, the National Standard of FL (Version 1.0) was formed by
the Ministry of Education, Science, Research and Sport of the Slovak
Republic (MESRS) and actualized in 2013. Bank of financial literacy,
Open-book of Financial Literacy, etc. were active in obtaining other
resources (MESRS, 2014). The financial standards had a dual role – they
determined necessary knowledge, skills and experiences for
educational staff and students, as well. Research studies from abroad
focus on process and result trajectories in the FL regulation within
particular countries in recent years (Klapper et al., 2015; Rasoaisi &
Kalebe, 2015; Kozina & Ponikvar, 2015; Nano & Cani, 2016).
Level of FL around the world can be can be affected by many factors,
which are not equally important in all participating countries and
economies. Differences in FL can be associated with gender, parental
background, educated system or economic status in country.
Figure 1. Relation of financial literacy, GDP per capita and expenditure
on education in given country.
Source: own processing according to PISA and OECD data
53
By using available data from PISA and OECD statistics we put to the
relation scores of FL of the year 2012 which were officially released on
July in 2014, because findings about data of PISA 2015 will be
available later in May 2017, GDP per capita as the main factor of
economic growth in US Dollar since year 2015 or latest and
expenditure on education as % of total government expenditure since
year 2013. Indicator expenditure on education is represented by
different size of points. The bigger point is, the more financial
recourses given country spend on education. Figure 1 shows
relationship between student’s score on FL assessment, GDP per capita
and expenditure on education. Living in a rich country does not seem
as a strong implication on the FL scores of 15 years old students. We
cannot say that higher expenditure on education will cause higher
level of FL of students as well (p > 0.05). While higher GDP per capita
is associated with higher level of FL, the plot in Figure 1 indicate that
lot of countries with lower value of GDP per capita (Latvia, Poland,
Czech, Estonia) perform better level of FL than countries with higher
economic growth as Italy, France or United States. This implies that
students and youth in countries with advanced economy do not
achieve higher score of FL than students in poorer countries. This is
determined by a number of socio-economic, political and cultural
aspects. A detailed examination of them requires access to more
structured data. Those conditions also create a platform for a
subsequent research.
In this context Lusardi (2015), OECD (2014) indicates that following
independency simultaneously underscores the importance and
relevance of having a well-functioning educational system or its
efficiency. Results of research study of Dragoescu (2015) show positive
relation between GDP per capita and the number of students with
higher education and no connection between GDP per capita, size of
students respondents and public education expenditure. In one of the
OECD study (French, French & Li, 2015) was found out negative impact
of gender on public expenditure on education and positive effect of
individualism and long-term orientation.
54
Hence, authors emphasize relevance of cultural dimensions on
education expenditure and country differences of FL. Examination of
regional, national and international disparities and discrepancies in the
financial literacy of special populations is in the recent years the
subject of interest to many research teams, as well as polemic and
debate. It is related to process of globalization and related changes in
the financial markets, the increasing internationalization of economic
and business processes, etc. In Slovakia, there absents complex
research and expert studies within given issue in spite of their
importance in strategic concepts’ formation, planning of educational
processes, and also creating of relevant policies. The above mentioned
facts have made us more interested in a close and deep examination
of the level of FL and disparities at selected universities, and in the
confrontation with the partial results of international research. The
principal aim of this research was a comparison of levels of financial
literacy at both input and output, i.e. between the first year
undergraduates and those graduates who are in the final year of their
studies and a research of causal links, which provide a list of
differences in horizontal (researched universities) and vertical (other
categories) FL dimensions. The next chapters provide a detailed
description of methodology and research results.
Methods
The survey of FL level was realized during the following period,
December 2015 until March 2016. There participated 496 students
from three selected universities in Slovakia: Faculty of Economics,
Technical University of Košice (EKF TUKE), Faculty of Management of
University of Prešov in Prešov (FM PU) and Faculty of National
Economy of the University of Economics in Bratislava (NHF EUBA).
These Slovak universities have been active for many years and they
provide various economically oriented study programs. They also
realize research activities besides those educational ones. Table 1
shows a structure of research sample.
55
Table 1. Research sample according to sex and university level of
respondents.
Faculty/
University
Frequency of survey respondents
1st year of Bachelor study 2nd year of Master study Overall
Frequency Men Women Total Men Women Total
EKF TUKE 46 89 135 33 60 93 228
FM PU 18 39 57 11 25 36 93
NHF EUBA 47 81 128 21 26 47 175
Total 111 209 320 65 111 176 496
Source: authors processing
The written form of survey by means of structured questionnaire that
consisted of 54 questions was used in order to collect the necessary
data. Questionnaire structure was divided into three types of
questions so it also considered key categories of a given issue. The
first type of questions focused on demographic data of respondents,
the second type of questions was related to practical tasks which
focused on verifying the level of FL and confirming, and/or rejecting
the hypothesis that emerges from prospect theory. The last type of
questions consisted of those that concentrated on financial situation
and financial behaviour of a respondent. The survey questionnaire
included closed questions that had either a character of multiple
choice questions or questions with rating scales (7-10), when
respondents could convey their attitudes. Rating questions were
related to financial behaviour of respondents, while focusing on their
self-perception.
The targets as well as character of a survey were determined by a form
of questionnaire and questions’ concept. The students’ FL was
evaluated by 7 specific and practical (mathematical) tasks with
multiple choices and one correct answer on the basis of content point
of view. In the research, there was applied a verified and
internationally respected procedure, which has also been used by the
Global Financial Literacy Excellence Center (GFLEC) at the Washington
56
university in the U.S. (e.g. Lusardi & Tufano, 2009). We analyze
correlative data dependence of selected variables and their intensity
by using Logit model. The research line is defined by a few
hypotheses, and a goal is to explain the level of respondents’ financial
literacy in terms of their sex, high school background, university study
program and self-perception in terms of math and financial skills.
H1: Level of respondents’ FL connected to respondents’ sex.
The primary source of this hypothesis was a research made by an
international study, PISA (2012, in cooperation with GFLEC). This
research made a conclusion that male respondents are more
frequently ranked at higher, but also lower levels of FL evaluation
(wide variance of achieved FL level). Female respondents reached
average results in this research. Our research primarily focused on a
possibility of such differentiation between sexes in terms of FL in
students of specific economic faculties in Slovakia.
H2: Level of respondents’ FL defined as an input of students,
which is connected to high school type.
Many high school study programs offer different knowledge of FL. On
the other hand, FL is inevitable in daily life of each individual who
becomes a client, customer, debtor, creditor, etc. In this context, each
individual should have a certain level of FL. The differences presumed
by this hypothesis are of main interest of this research, while
accepting a fact that only a part of population continues in the
university studies.
H3: Level of FL is increased by completing economic study
programs at the university.
The individuals achieve the highest level of education by completing
the university study programs also in economic field. It is estimated
that those individuals who did not complete any economic study
programs, or are at the beginning of such studies have significantly
lower level of FL than those respondents who are about to complete
their economic studies.
57
H4: Level of FL connected to respondent’s self-perception of
math skills.
Math is a basis of as various disciplines as financial literacy concept.
Financial skills are not identical with skills in math and vary by
individuals. In terms of PISA skills of FL relate with math skills, but on
the other hand high mathematical knowledge do not have to indicate
higher level of FL as well. Individuals should to absorb as knowledge
and skills of finance and economy as math knowledge which
contribute to understand of common financial issues. We consider
variety of respondent’s self-perception in math skills comparing with
their financial skills.
H5: Level of FL connected to respondent’s self-perception of
financial skills.
As in the previous case we focus on respondent’s self-perception in
relation to financial knowledge. We analyze whether the respondent’s
internal opinion of his financial skills differ from the math one. We
examine relation between respondent's financial knowledge and level
of FL achieved in survey.
We run binary logistic regression which is a special case of the
generalized linear model. In binary logistic regression the dependent
variable is binary, thus has a dichotomous nature. In binary logistic
regression, dependent variable does not need to be normally
distributed.
Further, this method does not require a linear relationship between
the dependent variable and the repressors. Moreover, this method
overcomes many of the restrictive assumptions of linear regression.
Binary logistic regression measures the odds of occurrence of studied
phenomenon with probability π, against nonoccurrence of given
phenomenon with probability 1- π. The part of these two values
represents the ratio of the chances that explained variable reaches one
out of mentioned category (occurrence vs. nonoccurrence).
58
The odds of occurrence of the phenomenon is given as following:
. Then, the probability is expressed as . As
mentioned above, logistic regression is based on the general linear
model, in which the asymmetry of values is removed by
transformation of the model by natural logarithm. Logit is then
defined as with the domain (- ). Logit
model is than can be expressed in its basic shape as:
(1)
where are the parameters of the model and is the
conditional mean value of the response variable (Řezanková, 2011).
Logistic regression estimates the probability that the phenomenon
occurs. We assume that the phenomenon occurs when the probability
is higher than the chosen threshold called cut point. Cut point is
usually set to 0.5. When this value is lower, we assume that the
phenomenon does not occur (Kráľ, 2009).
Results
Practical tasks used in survey questionnaire which enabled to evaluate
the level of students’ FL in selected economical faculties were
thematically-oriented to financial skills and abilities of respondents in
simple and complex interest rate, inflation, influence of interest rates
on particular types of investments. In our analysis, the dependent
variable is financial literacy, or financial illiteracy of students.
Dependant variable takes value 1 in case when subject is financially
literate and value 0 in case, when subject is financially illiterate. The
level of students’ FL was evaluated by 7 specific and practical
(mathematical) tasks with multiple choices and one correct answer
intent on basic financial skills. Financial literate person is that kind of
respondent who answered correctly at least 4 practical queries, i.e. an
absolute majority of these tasks aimed at FL. Our dataset consists of
59
496 observation, where 320 were females and 176 were males. Basic
descriptive statistics on our dataset is presented in Table 2.
Table 2. Descriptive statistics, distribution of financial literacy.
Financial
illiterate
Financial
literate
Gender
Men 81 95
Women 111 209
Year of study
First year of Bachelor study 144 176
Last year of Master study 48 128
Highest level of education attained
Grammar School 86 119
Business Secondary School 43 48
Hotel academy 6 4
Secondary vocational school 9 5
Self-perception
Good in math skills 77 127
Good in financial skills 67 114
Source: authors processing
Independent, explanatory variables are:
Gender nominal variable reaching two categories: males and
females
Education categorical variable acquiring six categories: high
school, business academy, hotel academy, secondary technical school,
conservatory, bachelor degree
Year of study categorical variable acquiring two values: first year of
study and fifth (final) year on study at the university
University categorical variable indicating in which institution one
60
is studying. Here we consider three faculties: The Faculty of Economics
at the Technical University of Kosice, The Faculty of National Economy
at the University of Economics in Bratislava and The Faculty of
Management of University of Prešov in Prešov
Self-perception binary variable with two possible outputs, taking into
account math and financial skills and indicating respondent’s self-
perception. Variable takes value 1 in case that subject find himself
mathematically well skilled or well skilled in terms of financial literacy.
Otherwise variable takes value 0.
Results of logistic regression are presented in Table 3. Model as a
whole is statistically significant and overall percentage of cases that
are correctly predicted by the model is 64.3 %. Eyeballing Table 3
indicate, that expect variable Gender, no other variable has a
statistically significant impact on financial literacy of our sample.
Concerning Gender we can conclude that being a male diminish the
odds of being financially literate by 35.2 % compared to females, and
while controlling for other variables in the regression.
Table 3. Logistic regression
B S.E. Wald df Sig. Exp(B)
Gender (male) -.433 .194 4.967 1 .026 .648
Education 2.659 4 .616
business academy .444 .284 2.455 1 .117 1.559
hotel academy .317 .737 .185 1 .667 1.373
secondary technical school -.061 .578 .011 1 .916 .941
Year of study (first) -21.706 40214.866 .000 1 1.000 .000
University .721 2 .697
NHF EUBA -.077 .273 .078 1 .780 .926
FM PU
Self perception
math skills
financial skills
-.184
0.076
0.206
.217
.215
.223
.720
.125
.850
1
1
1
.396
.724
.356
.832
1.079
1.229
Constant 22.398 40214.866 .000 1 1.000 5.335E9
Source: authors processing
Studied model as a whole defined gender as a statistically significant
61
variable. Concerning compound interest and risk diversification, men
of all respondents in our survey are less likely to respond correctly to
the question compared to women. Generally, fewer men at all three
Slovak economic faculties can answer all questions correctly compared
to women. But, for instance, if we look deeper on students at EKF
TUKE, male students of this faculty achieve higher level of FL than
female students. For instance, where only 10.13 % of male
respondents are financially illiterate, while this number is in female
respondents much higher, 30.87 %. Interestingly, the analysis does not
prove statistically significant dependence (p > 0.05) of year of study
between the first year undergraduates and those graduates who are in
the final year of their studies. Comparison of levels of financial literacy
as a whole at both input and output achieved comparable worth.
Although the results of binary logistic regression showed no
significance of this variable throughout the study sample, among the
faculties themselves included in the questionnaire we can find certain
differences. A frequency rate of financially illiterate students from EKF
TUKE was lower at the end of their studies (9.68 %) as at the beginning
of their studies (33.33 %). Similar connection was found out at NHF
EUBA, where a rate of financially literate students of the first year
(53.13 %) was lower than in students of the last year at particular
faculty (72.34 %). Logical connection was found in two universities, in
Košice and Bratislava, while analyzing the relation between FL level of
respondents and level of their studies at the university. In both cases,
the statistically significant dependency was confirmed (p < 0.05),
which means that financial knowledge depends on completed level of
study at particular university. However, this validity was not confirmed
at FM PU (p > 0,05), where the rate of financially literate first-year
students at FM PU forms 31.58 %, while only 27.78 % of the last year
students are financially literate. Business Secondary School in
comparison to Grammar School, or other types of high schools teach
many subjects of economy and they provide primary or broadened
knowledge of finances and economy for their students.
62
Therefore, it was supposed that respondents who attended Business
Secondary School would reach a higher level of FL. The second one of
interesting findings was rejection this hypothesis, we do not recognize
any statistically significant dependency. Based on results of our
empirical research we cannot unambiguously express validity of the
assumptions H4 and H5. In both case of student’s self-perception of
math and financial skills prevail findings that not confirm their
interdependency (p > 0.05). Slovak students thinking their
mathematical or financial knowledge are good in fact did not reached
any proper level of FL (13.6 % and 22.3 %) in survey and these
students may overestimate their skills.
On the other hand there was evidence of many cases when students
underestimated their knowledge in contrary to their higher level of FL
(35.7 % concerning math skills and 38.3 % financial skills). We take a
look at the relation of university students to work activities. Each
conducted job in many forms set differentiated demands that help
shape and develop individuals with relevant work habits. Work habits
such as an effort to meet deadlines, work attendance, employment
relationships or communication skills may lead to exercise the
influence of financial decisions in the light of financial or banking
operations. We found that 54.23 % of students work in a full-time or
part-time job. Between students prevail part-time job regardless of
gender. In accordance to results of testing we did not recognize any
dependency between level of FL and work status of students (p >
0.05). The share of financially skilled students without work activity
and financially skilled students working while studying is comparable.
Discussion
Nowadays, FL represent a global issue of today with significant
consequences as on individuals and his family budget as on balanced
economic growth in given country (Fabris & Luburic, 2016) and it is
necessary to make sense of the funding policies on education
programs to increase of their efficiency and equity (Johnes, Portela
&Thanassoulis, 2016). This study deals with financial behaviour of
63
respondents and their skills in terms of financial literacy concept of the
selected economic faculties in Slovakia. The research line is defined by
a few hypotheses linked to level of students’ FL, and a goal is to
explain the level of respondents’ FL in terms of their sex, high school
background, university study program and relevance of self-perception
concerning math and actual financial knowledge.
The results of presented research show gender differences in level of
FL, with male students diminishing the odds of being financially
literate by 35.2 % compared to female students. In deeper analyze in
light of EKF TUKE university we found out contrary results where men
achieved higher score points in FL than women. These findings where
women are more financial literate compared to men are consistent
with study of Gary (2013). More the contrary majority of studies
(Bottazzi & Lusardi, 2016; Lusardi & Mitchell 2011; Lusardi & Mitchell,
2005; Prast & Soest, 2016) show significantly higher male success
concerning financial knowledge than female one. In study of OECD
(2016b) 19 of the 30 participating countries show substantial
difference between the proportion of men and women reaching the
minimum target score on the questions aimed at FL. Results of this
study indicate lower level FL of women then man after controlling for
age, country level differences or education. Dependence of year of
study between input and output is, surprisingly, not significant. We do
not detect important impact of university attendance on level of FL
between Slovak students.
Comparison of levels of FL as a whole by the first year undergraduates
and those graduates who are in the final year of their studies achieved
comparable worth. Student’s self-perception of math and financial
knowledge is relatively realistic. Major proportion of financial literate
students (60.62 %) considered themselves to have good math skills.
Concerning financial knowledge more than 60.32 % of financial
literate students suitable evaluated their skills in terms of inflation,
compounding rate or diversification. These findings are consistent
with results of study OECD (2016b).
64
Interestingly, we do not recognize any statistically significant
dependency of types of high schools on student’s FL. University
students from Business Secondary School that provide broadened
knowledge of economy and finance do not prove higher financial
knowledge compared to other types of high school in Slovakia. In
relation to work habits and FL there is no dependency. The proportion
of financial literate students without work activity compared to
students working while studying is comparable. The findings of
presented research indicate comparable level of FL between university
students at first year of Bachelor study with students at the end of
their Master study. Many students struggle with basic concepts of
financial issue such as inflation, diversification or compound interest
and point up the problem of applying numeracy skills in a financial
context. FL is crucial element of financial decisions on daily basis not
only for students but also children, adults or elderly and help them to
manage their household budget as well as react to events leading up
to influencing their financial well-being in the future.
It is also very important to present limitations of the survey besides
the given comparable limitations of the research. One of research
limits was uneven representation of respondents at researched
faculties. Three selected faculties of economy were examined due to
procedural and technical difficulties of a given survey. This focus limits
the outputs’ generalization of the whole Slovak population.
Conclusion
Enhancing financial skills of as youth as adults is increasingly brought
to common people’s attention and there are evident activities of policy
makers aimed at the support of financial education in many countries
of the world. The main goals of this study is to compare levels of
financial literacy at both input and output of the selected economic
faculties in Slovakia, i.e. between the first year undergraduates and
those graduates who are in the final year of their studies in terms of
their sex, high school background, university study program and self-
perception of math and financial knowledge. The written form of
65
questionnaire was chosen due to given research targets and form of
data collection. Results confirmed a significant gender differences in
level of FL where women achieved higher scores of financial skills
compared to men. Interestingly, here exist no dependence of year of
study between input and output. Level of FL among first year students
of Bachelor study was comparable with students of Master study and
do not prove any significant enhancing of financial skills acquired
through the graduation from university study program at economic
faculties.
Further, this study does not recognize any statistically significant
dependency of types of high schools on student’s FL. As is clear from
international studies, this research indicate that while personal skills in
mathematics affecting the real level of FL and which students perceive
as important, on the contrary the assumption have not to be valid. The
results of presented research provide important information for policy
makers who should reflect on present status of this issue in Slovakia,
reveal research potential in adjusting FL monitoring system within
Slovakia and develop a platform for efficient concepts of financial
education in Slovakia. Such support of financial education may lead to
improving financial decisions of individuals. Last but not least,
research initiation in FL area and its support from state will also
support formation of international comparison platform and
development of international standards in financial education field.
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71
ISOCHIMICA FACTORY AS A “PARADIGMATIC CASE
STUDY” OF INDUSTRIAL RELATIONS IN THE SOUTH
OF ITALY.
Anna D’ascenzio6
Facoltà di Scienze Della Formazione, Università Suor Orsola Benincasa
di Napoli, Via Suor Orsola Benincasa n. 10, 80121 Naples, Italy
Introduction
Isochimica is a disused factory situated in the periphery of the town of
Avellino (Campania, Italy), which, from 1982 to 1988, was
commissioned by the Italian State Railway Company Ferrovie dello
Stato (FS) to remove asbestos panels from train carriages. In spite of its
very short period of activity, the factory caused massive environmental
damages in terms of pollution as well as a variety of asbestos-related
pathologies affecting the local population. At present time, most of
the workers previously employed in the factory have contracted
asbestos-related pathologies and are still struggling to claim basic
rights such as early retirement and the recognition of work-related
illness. Twelve of them have already died7. Borgo Ferrovia, the site of
6 Anna D’Ascenzio graduated her doctoral studies from the Facoltà di Scienze Della Formazione, Università Suor Orsola Benincasa di Napoli in 2017. Currently she works as sociologist at the URiT (Unità di Ricerca sulle Topografie sociali). She defended her thesis on Shopping Malls as Heterotopic space. In her research she focuses on Shopping malls have become a ubiquitous marker of urban living, becoming centres of human activity. She published several articles on the topic of governance and disaster South Question. 7 Designated institutions have not provided official data about the number of asbestos-related deaths and pathologies in the city of Avellino. Hence, only partial information about the number of deceased or ill workers is available, as the researchers have lost traces of many of the 330 workers employed in the Isochimica factory, who came from different cities of the Campania Region. Most of the former workers have been diagnosed with between 8.000 and 10.000 asbestos fibers in lungs while 9 of them have already died, according to official estimates. In addition, cancer rates in the neighborhood that hosted the factory have significantly increased. In the last 30 years,
72
the closed factory, has not yet been decontaminated and hundreds of
cubic meters of asbestos dust are still abandoned in the open air in
the proximity of schools, sports courts and houses. The bare structure
of the asbestos plant is located in an interstitial zone the Industrial
Development Area (Asi) of Pianodardine, a series of recently built
settlements residential units and an almost deserted rail station. The
particular spatial configuration of the neighborhood suggests the idea
of a failed urbanization, which could be read more generally as the
symbol of the clumsy attempt at economic restructuring that took
place in the town after the 1980 earthquake. Likewise, the ruins of the
industrial structure financed by State funds for reconstruction can be
seen to reflect the image of a development without foundations (Di
Meglio 1997). However, notwithstanding the absence of an urban
project, the management of a catastrophe – in this case the
earthquake in Irpinia - has been a way to experiment a specific form of
disaster capitalism (Klein 2007). With Klein’s thesis, i think free market
ideas rely on crises. In a time of a “natural disaster, war, or military
coup, people are disoriented and confused and fight for their own
immediate survival or wellbeing, setting the stage for corporations,
politicians, and economists to push through trade liberalization,
privatization, and lower public spending without facing any
opposition. According to Klein, “neoliberal” economists welcomed
Hurricane Katrina and Indonesian tsunami as opportunities to erase
past policies and introduce new free market models.
Hence, post-earthquake Irpinia could be interpreted as a
“paradigmatic case study” to shed light on the strategies of capital
extraction from the people and the environment in crisis
circumstances. As a matter of fact, the process of management of the
population at risk has set the basis for a process: “by which the
uncertainties that are typical of potentially hazardous situations can
be minimized and public safety maximized. The goal is to limit the
costs of emergencies or disasters through the implementation of a
only 200 workers (and none of the inhabitants of the neighborhood) have been subjected to health checks and medical examinations. Just a handful of those workers have been certified partial medical disability (up to 8 %).
73
series of strategies and tactics reflecting the full life cycle of a disaster,
i.e., preparedness, response, recovery, and mitigation” (Drabek, 2004,
p. 1).
In Irpinia, the management of the state of calamity after the
earthquake became a practice of government patronage. Patronage
can be defined as an informal contractual relationship between
persons of unequal status and power (Silverman, 1965, p. 296). She
with described the spread of patronage practices in the Italian South
in relation to familism (Banfield, 1958), defined as the tendency of
Southerners to favour the family group.
A short genealogic Irpinia earthquake8
In the context, Isochimica is a “paradigmatic case study” of patronage
in South of Italy; it was used as a disciplinary technique, which aimed
at disenfranchising labour unions. More specifically, the establishment
of a patron-client relationship allowed the experimentation of new
labor practices (Piattoni, 1988), such as the introduction of
subcontracting and the outsourcing of a part of southern Italian
industry. Starting from these assumptions, the article investigates the
construction of consensus practices achieved by institutional actors
throughout the different stages of the establishment of the factory. It
also examines anomalies in the FS’s contractual employment and their
effects on the recruitment of the ex-workers. Several anomalies can
also be found in the management of the judicial proceedings and the
implementation of sanitary measures. In 1983, a few months after the
opening of the factory, a group of fifteen workers sent a complaint to
the attention of the local Prosecutor in which they denounced the lack
of enforcement of safety measures. It was deliberately ignored, while
the sanitary experts appointed by the local Healthcare agency (ASL)
attested that the factory’s safety systems were regular and did not
8 The Irpinia earthquake took place on 23rd November 1980 (MS=6.9) at 18 h 34 m UT.
This earthquake was one of the strongest events in 20th century Italy. It caused the death of about 3000 people, total destruction of 15 towns and severe damage within a radius near 50 km.
74
authorize controls on the state of health of the population of Borgo
Ferrovia. “The health of Borgo Ferrovia” was at risk already in 19849. A
study of the Sacro Cuore University of Rome showed that workers and
local residents were facing high risks as they were exposed to visible
asbestos dust. Moreover, a municipal ordinance of September 15, 1988
prescribed the temporary closure of the factory, but asbestos removal
activities continued for a further three months until December 15 1988
(Osservatorio Nazionale sull'amianto. Comitato provinciale di Avellino,
2011, p.4). It was only in 1989, after a new complaint filed by the
workers of Officine Grandi Riparazioni ( ORG ) of Foligno, that a
magistrate from Florence Beniamino Deidda10, permanently put an
end to all clean up asbestos in the city of Avellino. Among those under
investigation is current mayor of Avellino for not having ensured the
safety of the factory site since 17 June 2014. Other people under
investigation. initiated by prosecutor Cantelmo, about 237 people
including the ex- workers and their families have been identified as
the injured party. Moreover, five of the former managers of the factory
and several members of the local administration will be prosecuted for
producing fraudulent sanitary certificates for the disposal of
asbestos11
.
On closer inspection Isochimica appears to be a space of exception
(Agamben, 2005), in which a differential management of the
populations has been carried out. As victims of a disaster and South
space, those populations became object of a double social
exploitation. In this process, economic exploitation turned into
symbolic exploitation and the fact of “being southerners and victims
of an earthquake” (Giuseppe, ex Isochimica worker and ex
9 Those under investigation is current mayor of Avellino for not having ensured the safety of the factory site since 17 June 2014. 10 The interview conducted by Beniamino Deidda contain a detailed description of the different techniques of asbestos disposal that were used in the factory: most of the toxic material was buried in 4 to 5 meters deep holes in the ground of the factory, the remaining part was either mixed with concrete before being buried or placed in plastic bags and transported to external dumps on trucks. 11 This investigation has marked a clear shift in the history of the Isochimica case, because before 2011, the only person who had been held responsible for the environmental disaster was the CEO of the factory, Elio Graziano. He died in 2017.
75
representative Labor Union, 5 July 2015) became synonym of a
“subaltern people”, which led to the acceptance of a condition of
subaltern workers12
. It became even more powerful as a result of the
process of victimization of the factory workers themselves. The facts
exposed in this article emerged during the phases of genealogical
reconstruction of the factory. Moreover, it is worth notice noting that
the activity of historical and political reconstruction, combined with
the biographical impressions of the ex-workers, has subverted the
portrayal of an inherently backward South.
Method
This study was conducted between 2011 and 2015 by the researchers
of URiT (Research Unit in Social Topography) at the Suor Orsola
Benincasa University of Naples. At an early stage of the research, we
reviewed the national and international scholarly literature13
on this
subject and, at a later stage, collected and analyzed primary sources.
Our aim was to identify the main mechanisms of the production of a
discourse “concerning what we term asbestos biocide”. More
specifically, we examined editorial narratives, portrayals, and
descriptions in the national and local mass media production, political
speeches, on-line blogs, and readers’ letters to newspapers. In the
subsequent stage of participant observation, we examined editorial
12 See Spivak, 1988. A subaltern is a person holding a subordinate position, she draws on the term's nuances. It has particularly rich connotations for the Indian subcontinent that viewed imperialism from the ambivalent position of the' subaltern functionary in the complex colonial hierarchy, caught between detested superiors and feared "natives. The Italian t theorist Antonio Gramsci applied this term to the unorganized masses that must be politicized for the workers' revolution to succeed. In the 1980s the Subaltern Studies Group (a collective of radical historians in India with whom Spivak maintains ties) appropriated the term, focusing their attention on the disenfranchised peoples of India. The "subaltern" stands in an ambiguous relation to power-subordinate to it but never fully consenting to its rule, never adopting the dominant point of view or vocabulary as expressive of its own identity . 13 For short international reviewed, you can see: Drabek, 1986; Baker, 1991; Mileti & Fitzpatrick, 1993; Hoffman & Oliver-Smith, 2002; Elliott & Pais, 2006; Giroux 2006; Fassin & Pandolfi, 2010; Benadusi, 2012, 2013. For earthquake irpinian case studies, you can see: Bevilacqua, 1981; Chubb, 2002; Dickie et al., 2002; Simonetti & Ventura, 2011; D’Ascenzio 2015; Ferraro, 2015; Saitta 2013; Petrillo 2015; 2017.
76
narratives, portrayals, and descriptions in the national and local mass
media production, political speeches, on-line blogs, and readers’
letters to newspapers. In the subsequent stage of participant
observation, we attended meetings, assemblies, and protests set up by
the population. Furthermore, we have traced the biographies of direct
witnesses with more than a 20 in-depth interviews and provided
documentation of key events through pictures, audio, and video files.
The series of events analyzed in this article are spatially and
numerically limited, from a quantitative point of view. However, this
has never been seen as a methodological pitfall by the researchers
Contrarily, the use of a qualitative methodology has allowed a
meticulous observation and analysis of the use of discursive
techniques in the construction of racial differentiation of the plebs and
the Southern Question (Gramsci, 2011). Moreover, in-depth interviews
have helped retrace the historical background of the events. In the
same way, the biographies collected in the course of the research have
been a precious tool for the reconstruction of the political and cultural
post-earthquake discourse. Following the ex-workers’ biographical
paths helped us understand their shared culture (Bertaux, 1996), the
slow and complex formation of a common conscience, the hesitant
development of their individual and collective claim strategies and the
problematic relationship with the inhabitants of the neighborhood,
who proved to be mostly indifferent, if not openly hostile to the
protests of the workers.
Results
The Isochimica case could be interpreted as an industrial experiment
that has been conducted in the era of late liberalism in the
economically peripheral region of Irpinia, which saw the dramatic shift
in the 1980s from a rural economy to an “emergency-driven”
economy. One of the main characteristics of the development of the
asbestos industry was its use of experimental forms of flexible labor.
For a long time our Chief Executive Officer said that FS: “would give
different tasks other than asbestos removal, such as mechanical and
electromechanical repair. He repeated that we had to bet on coach
77
fabrication if we wanted to keep on working” (Giovanni, ex former
Isochimica ex-worker Naples, July 5 2015). In this context, flexibility –
understood as the production of new processes of labor management
– was inscribed in the wider strategy of privatization of FS (Nationalthe
State Railway Company). The outsourcing of some of the maintenance
activities exacerbated the crisis of the Fordism union system, leading
to the weakening of more politicized areas in the North of Italy and
the establishment of new industrial relations in the South. In this
scenario, the installation of the Isochimica plant after the earthquake
of 1980 was a favorable opportunity for the local establishment –
which was particularly active in the production of discourses and
knowledge on the crisis of the local economy – to introduce “modern”
plans of industrial transformation concealing the high risks connected
with the treatment of asbestos. As a matter of fact, the Municipality of
Avellino granted permission for the sole activity of iron waste
treatment (Art 48 del D.P.R. 303/56), while the USL 4 presided over the
regularity of the disposal processes. The State and alibis to relieve
itself from any responsibility in Irpinia's environmental disaster.
The Earthquake was immediately represented by the media as a tragic
but occasion to intervene in this part of "South Italy". For instance, in
1987, the Italian Centre of Study on Social Investments (Censis,1988)
highlighted that seven years after the earthquake, Avellino was still
characterized by one of the lowest per capita incomes in the country
(less than three million Lire), a significant number of inhabitants
dependent on state pensions (106 thousand, of which 71 thousand
disabled), an incredibly high rates of unemployment (34 thousand)
and numerous homeless people. The earthquake created a state of
crisis that fostered claims for a new territorial development14
. On the
14 They ware achieved through extraordinary legal measures: Legge n. 219 del 14
Maggio 1981 - Ulteriori interventi in favore delle popolazioni colpite dagli eventi sismici del Novembre 1980 e del Febbraio 1981; Legge n. 140 del 16 Aprile 1981 – Misure eccezionali per la tutela e lo sviluppo dell'occupazione nelle zone terremotate della Campania e della Basilicata. The rule of law becomes very profitable both for the political powers and for the development of business. This generates a new local ruling class that manages to conquer a significant position, even on a national level, through friendship circles that include politicians, businessmen and even police officers,
78
one hand, this emergency legislation had the effect of multiplying the
request and distribution of public money and, on the other it reshaped
the territory (Di Costanzo & Ferraro, 2013). The subsequent
descriptions of Irpinia as a case of heterotopic Italian space (Petrillo,
2015) inhabited by a population that struggled between
unemployment and chronic underemployment and lived in spatially
isolated areas represented a strong rhetorical resource, which helped
articulate the discourse about the crisis and allowed the naturalization
of speculative interventions at the same time. In fact, the process of
“venture urban” was managed by the powerful of “localist lobby”
(Becchi Collidà et al., 1986) composed of prominent members of the
national political establishment. It included: Christian Democrat party
(DC); Italian Socialist Party (PSI) and Italian Communist Party (PCI). In
about twenty years of reconstruction, this region endured numerous
cases of deception and fraud, which led to the decline of several areas
(such as Calabritto e Conza) and businesses. It is worth noting that
after almost 1,000 billion lire of public investment in new enterprises,
only 2.687 of the anticipated 4.135 jobs were created. Borgo Ferrovia
was the result of a deal between the bank system, the Ministry of
Industry, and a private firm protected by the DC party and PSI.
Interview about organization of "new" Italian State Railways and
“new” form of industrial relations
Pietro, an ex-stationmaster of the FF.SS company, who was employed
in the train station of Avellino at the time those events occurred,
exposed his colleagues by publicly stating that: “They allowed
contaminated vehicles to circulate on the station rails” and explaining
that, in the Isochimica affair, “people’s lives were exchanged for profit”.
Pietro is currently volunteering for a labor union. In the course of our
interview, he took an old piece of paper out of his pocket and said:
“this is a copy of my first interview, it was published on a local
newspaper”. Then, he started reading:
members of the armed forces and the intelligence services as well as the national bureaucracy.
79
Before the opening of Isochimica, the carriages of the FF.SS
company were sanitized directly in the station, just a few dozens
of meters away from the post-earthquake houses, where many
employees were working and a lot of travelers and residents
were stopping by. At first, we thought the opening of factory
could be a sort of redemption from the earthquake situation, a
way to find a job and make some money. Those carriages were
sent to us in light of the fact that we were the earthquake
victims and we needed new jobs. I remember our lunch breaks,
when the employees of the factory shook off their suits covered
with dust before drinking their coffee. It was the only
“preventive measure” at their disposal, but, at the same time,
those asbestos particles were dispersed in the air (Avellino,
November 15 2014) 15
.
Antonio was one of the first employees to be hired by CEO “asbestos
farm”. He was one of the eleven workers who took part in the trial
removal activities. Those trial activities were performed directly on the
railroad and served as a test to prepare a agree between Isochimica
and FS. He described the process as follows:
The Surveillance Office of FS controlled the processing of the
vehicles. In early 1982, we started trial operations on the
vehicles under supervision of FS’ technicians. FS sent us the
vehicles and we tried to disassemble them, remove the asbestos
insulation panels and reassemble them. The job was done
directly on the station rails, in an open-air space (Avellino,
November 30 2015).
The “factory” did not exist, insisted Giuseppe “and worker
market was characterized by patronage recruitment”:
I was twenty years old when I was approached by Graziano
CEO's son. I found myself among other young boys. We all
15 The article was actually a scrap of newspaper. The headline and author could not be identified, while the date, November 5th 1986, was handwritten.
80
thought we had been luckier than the other, none of us could
have imagined what the real motivations were. We were very
strong and we did not know our rights. In other words, we
didn't know anything about trade unions and the regulation of
safety on the work place. Now we know that there is just one
word to describe what our recruitment was about: political
patronage (Salerno, April 30 2015).
Discussion
The agreement between Isochimica and FF.SS. could be seen as a tool
in the hands of the entrepreneurial power that was used at the
expenses of trade unions, especially in light of its function in the wider
process of privatization of FS, a process that brought about the loss of
about 104.292 jobs (Manente, 2007, p. 7)16
. As a matter of fact, the
outsourcing of asbestos removal activities was not successfully
achieved, as OGR was not able to provide the necessary professional
skills. However, this first attempt of outsourcing marked the
introduction of an early form of labor market flexibility in the public
system, which anticipated the process of privatization that would have
interested FS in subsequent years. The outsourcing strategy was
undertaken by FS’ managers in a crucial moment in which the labor
movement was about to question the political establishment,
producing new forms of conflict (Hobsbawm, 1994). In this context,
the introduction of the subcontracting agreement was used as a sort
of concession to conciliate the labor movement. As explained by
Supiot” The sub-contracting of former in-house activities entails
obvious consequences for the workers concerned, who will no longer
benefit from the working conditions deriving from collective
agreements with the company in question and will be subject to
different working conditions under their new employer, which are
usually less advantageous than the ones to which they were initially
entitled” (1998, p. 91).
16 Between 1980 and 2000, the rail sector lost about 46% of its workers in Europe. FS attempted to reproduce the European model of public transport privatization.
81
Conclusion
With its brutal exploitation of the environment and people, Isochimica
anticipated the dangerous nature of the late liberal governmentality in
the South. Patronage hiring became a tool for the incorporation of
workers into the city government and produced a system of relations
aimed at preventing and reducing the conflict generated by the rising
social cost of labor. The establishment of factory in Avellino took place
10 years before the crisis of labor unions. The use of patronage
relations as a form southern welfare anticipates more modern forms of
negotiation. In fact, the southern experience said Marco: “Will be used
as an example in the process of deregulation of unions’ rights”
(Salerno, April 30 2011). This case anticipated some practices of
employment that have become “typical” in southern Italy in the
following decades, especially for what concerns the role of unions. In
this context, flexibility undermined labor unions and produced
subordinate union relations, making access to unions nearly
impossible for the workers. Moreover, unions’ action exclusively
focused on the safeguard of occupational levels, but did not take into
account labor rights protection. Unions gave up their old role of
negotiators to become a sort of job development agencies. In this
regard, the following statement Bruno and Carlo - who were
suspended and laid off several times for protesting in the factory – is
particularly explanatory: “Conflicts in farm not existed. They accepted
everything: overtime job and night shifts” (public speech by Bruno and
Carlo during a meeting of former Isochimica workers, Avellino,
December 10 2012). In this case new industrial relations was
experimented in Irpinia through the new form employment for
subaltern (Castel, 2002). Consequently, the “clientelization” of social
space that characterized the history of Isochimica should not be
interpreted as a catastrophe that compromised development in the
region. It represented, in fact, an effective process of management of
both manpower and territory. In this sense, “scratching asbestos”,
intended as a technique to discipline the bodies of young worker,
pushed the workers to comply with new forms of labor such as
subcontracting and industrial outsourcing. In a few words, the
82
practices of outsourcing experienced by the workers, in and outside
the farm plant, are not to be read as an exception in the
transformation of the local economy (Ferrari Bravo, 2007)17
, but the
sign of a new organizational hegemony, in which a natural catastrophe
allowed the shift of consensus to a new ruling class. In this view, the
patronage became an organizational model in the experimentation of
new industrial relations, which were marked by a strong connection
between institutional interests and industrial powers.
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86
THE IMPACT OF RESEARCH INVESTMENTS AND OTHER
INDICATORS ON THE REGIONAL ECONOMIC
DEVELOPMENT
Petra Szlafkaiová18, Erika Liptáková19
Technical university of Košice, Faculty of Economics, Němcovej 32, 040
01, Košice, Slovakia
[email protected]; [email protected]
Introduction
Regional policy, also called cohesion policy is the most important
investment policy of the European Union. Based on the Strategic
Framework, which are developed for a 7 years period, regional policy
seeks to enhance the economic performance of the EU regions while
at the same time trying to reduce regional disparities through its basic
financial instruments - the Structural Funds and the Cohesion Fund of
the European Union. (European Commission, 2002)
As a result of the EU‘s enlargement by new states was an increase of
inter-regional disparities within the Member States either in their
18 Ing. Petra Szlafkaiová graduated at the faculty of Economics of Technical University in
Košice, Department of Economics and management of public administration. Since 2016 she is a PhD student at the same faculty. Her main field of interest are Smart cities and the methodology of their evaluation. Creating an appropriate model for economic and financial evaluation of Smart city strategies will be devoted deeper in her dissertation work. For the years 2017 and 2018 she is also a member of a research team of the project VEGA: 1/0886/16 Hedonic models of evaluation in the real estate market. Beside that, she dedicated herself also to the university research and measuring their regional impact. 19 RNDr. Erika Liptáková, PhD., graduated from the Department of Teaching general
education subjects: Mathematics - Chemistry at the Faculty of Natural Sciences of Pavel Jozef Šafárik University in Košice (PF UPJŠ). In 2010, she successfully defended her PhD in the field of Mathematics Teaching. Since 2013, she has been teaching at the Faculty of Economics at TUKE as a lecturer of the following subjects: Statistics and Probability, Statistical Methods in Economics, Statistics in SAS and Mathematics I.
87
different economic development, different jobs or income of the
population. As mentioned above, regional policy is a cohesion policy,
and therefore, through solidarity, it seeks to uniform economic
integration of all its Member States, including their regions. Its aim is
therefore to prevent the less developed regions lagged behind
prosperous regions. These goals are ensured through necessary
investments in all of the problem areas. (Svitana, 2006)
The regional policy of the European Union predominantly invests in
energy efficiency, research and innovation, transport, training, support
for SMEs, renewable energy and interregional cooperation. The
guiding principle of EU regional policy is considered to be the
financial solidarity in favour of those less developed regions and social
groups. However, regional policy is not only focused on the less
developed regions, although it may seem from the perspective of
reducing regional disparities. Cohesion policy is not only a selective
support of struggling regions, but it also takes into account the
developed regions, which may experience different needs, such as the
growth of competitiveness and employment. (European Commission,
2002)
In terms of recent theories, cohesion policy should focus mainly on
supporting the creation and development of small and medium-sized
enterprises, to promote innovation in enterprises, encourage
cooperation between companies or firms and universities, while
increasing educational level and creative workforce. Promoting
progressive industries in the region is also what the cohesion policy
should be keen on through cluster initiatives. (Buček, et al., 2010)
Despite all of EU’s constant efforts to reduce the disparities among
regions, they still exists, and therefore the regional policy budget for
the programming period 2014-2020 has increased to 351 billion EU.
At this point it is appropriate to ask: Are these disparities among
regions getting smaller or do they still remain the same?
88
Theoretical framework
According to (Gorzelak, et al., 2015), there are both similarities and
wide disparities among the regions of the Visegrad group. As a result
of the socialist economy forming the economic and social system in
these 4 countries for several decades, some similarities appear
between these regions. These similarities could be for instance
disparities in the level of income, investment and employment or
higher development rate of the capital city regions. On the other
hand, differences can be a result of different culture, system of law or
spatial structures. The regional development and the transformation
closely relates to each other.
Economic growth is considered to be one of the main drivers of
regional development. For the purpose of this paper it is necessary to
define the various economic development indicators monitored by
Eurostat, respectively, each national statistical institute of the V4
countries.
The European Union defines the basic European economic indicators
based on a statistical wizard called Principal European Economic
Indicators (PEEI). These indicators are the primary source of
information for analysis and monitoring of short-term, cyclical
economic developments within individual EU countries. These PEEIs
provide an overview of the economic situation of the country -
includes variables most commonly used by analysts and policy makers.
PEEIs illustrate the main dimensions of the short-term economic
development on both sides (the supply and the demand side), or
provide information about the labour market, external balance and
price and cost developments. (European Commission, 2009)
In 2002, the European Commission established a list of 19 basic
European economic indicators in the following areas:
national accounts,
foreign trade,
89
balance of payments,
prices,
labour market,
business Statistics,
monetary and financial statistics.
These indicators were later in 2007 filled with 7 more other indicators
to improve and increase the efficiency of economic analysis. Today,
therefore, we can talk about 25 indicators of economic development:
Gross domestic product (GDP)
Private final consumption
Investments
External trade balance
Balance of payments — current account
Inflation (Harmonised Indices of Consumer Prices — HICP)
Unemployment rate (total, 15-24 years and above 24 years)
Employment
Labour cost index
Industrial producer prices
Industrial import prices (for euro area)
Industrial production
Industrial new orders
Production in construction
Retail trade turnover
Government deficit/surplus
General government gross debt
Economic sentiment indicator monthly
Three-month interest rate
Long term government bond yields
Euro exchange rates
Sector accounts
Turnover index for other services
Service producer prices
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Job vacancy rate
Choosing the appropriate indicators
Given the fact that this paper does not deal with the examination of
the economic development of the whole country but focuses on its
different regions, it is crucial to take into account only those
indicators, which are relevant when considering the economic regional
development. Samson in his contribution about the evaluation
indicators of regions is describing the indicators of the socio-
economic level of regions, in which he includes regional GDP, the
regional rate of unemployment or the average household income in
the region. (Samson, 2008)
The Statistical Office in assessing the economic level of regions is
considering the gross fixed capital formation as a fundamental
macroeconomic indicator of the economy.
Other sources, such as the Statistical Office of the United Kingdom
reported that the main regional economic indicators include not only
regional output, respectively gross value added, which several authors
considered to be the second most important indicator of the
economic development after GDP but also the productivity, or
innovation (expenditure on science and research). (Office for National
Statistics, 2014)
Based on the above, we consider the following selected Indicators of
Economic Development of the Regions:
1. regional gross domestic product per capita,
2. average net household income in the region,
3. regional investments - spending on research and development,
4. gross value added of the region,
5. gross fixed capital formation.
All of these indicators are expressed in Euros per inhabitant of the
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region for one year. The data for the years 2004 to 2014 were collected
from the Statistical Office of the European Union, while the missing
data were either collected by the national statistical offices of
individual countries or calculated by function prediction.
Methods
Factor analysis
Factor analysis is a multivariate statistical method which aims to find
new variables (factors) through reducing the size of data while seeking
to preserve as much information as possible. This analysis is used in
case where there is a high correlation between the data or (and) in a
situation where the number of variables in the investigated
phenomenon is high and is complicated for interpretation.
Steps for factor analysis:
1. determination of the number of Factors using the method of
principal components (PCA),
2. determination of factor loading among the factors and the original
variables,
3. rotations of the matrix of factor loadings,
4. The estimation of factor scores.
To assess the appropriateness of using factor analysis the Kaiser-
Meyer-Olkin Statistics (KMO) is used.
KMO statistics aquires values from 0 to 1, while:
if aij = 0, then KMO = 1,
if aij = 1, then KMO = 0.
The following table shows the appropriateness of using factor analysis
based on the results of KMO statistics.
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Table 1: KMO statistics
KMO
statistics
Using factor analysis
0,90-1,00 very appropriate
0,80-0,89 appropriate
0,70-0,79 moderately appropriate
0,60-0,69 average
0,50-0,59 poorly appropriate
0,00-0,49 inappropriate
Source: (Stankovičová, et al., 2007)
Cluster analysis
Due to the large amount of data it is necessary to categorize these
regional data and create similar groups of individual regions with
similar values of indicators. As the most appropriate method for the
distribution of individual data we chose cluster analysis. This analysis
deals with the distribution of data to similar clusters.
Results
In this part of paper we will deal with the actual analysis of data we
have gathered from Eurostat and the statistical offices of individual
countries for individual NUTS II regions for the years 2004 to 2014.
The group of analysed regions consist of 16 Polish, 8 Czech, 7
Hungarian and 4 Slovak regions. Due to the high volume of data and
the three-dimensionality a standardization is needed before the data
analysis itself. Standardization of data is returning the normalized
values of distribution by the mean and standard deviation:
(1)
where:
i = 1, 2, 3, ..., 32 (region rank)
j = 1, 2, 3, 4, 5 (variable rank)
– value of „j“ variable for „i“ region
– mean of „j“ variable
– standard deviation of „j“ variable
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Correlation analysis
In previous chapters, we reported that while developing clusters there
is an assumption, that no correlation between individual indicators is
present, so that the degree of dependence between them is poor,
respectively. zero. For establishing of the correlation between the
selected indicators, we used Pearson correlation test in SPSS statistical
program.
The results are shown in the Figure 1 below. One can see, that there is
a relevant correlation between indicators, thus they cannot be used in
the cluster analysis in that form.
Figure 1. Correlation results
Factor analysis
Since our data were highly correlated, it was necessary to perform
a factor analysis as he first step of analysis in order to adjust the data
for the cluster analysis. First, the outliers were eliminated from the
analysis. The outliers were the regions with extreme values – the
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regions that significantly differ from the others. For instance, Bratislava
in Slovakia was the region, where the contrast between that region
and the rest of the country was extremely huge. The smallest
predominance is in case of the polish capital region Mazowieckie,
which can be caused by the lower development in the country as a
whole. These outliers were: CZ01 - Prague, HU10 - Central Hungary,
SK01 - Bratislava region and PL12 - Mazowieckie. Then, the factor
analysis was run for the rest 31 regions.
It was necessary to assess the suitability of data for the analysis itself
still before running the factor analysis. To do so, the KMO statistics was
used. To estimate parameters of the factor model, the principal
component analysis (PCA) was run. After selecting the appropriate
number of factors and after an initial estimation of the factor loadings
matrix, the orthogonal rotation of factors was done. Two factors
seemed to be an appropriate number of factors for each years.
The results of factor analysis has shown that the first four indicators,
namely GDP_pc, Disp_income, investment_rd and GVA_pc saturated
the Factor_1 and the last indicator (gross fixed capital formation) ,
saturated the Factor_2. KMO statistics reached a higher value than 7,
so the new two factors were suitable for use. Subsequently, the factor
scores of new factors were calculated. These two new variables were
used in the next step - the cluster analysis.
Cluster analysis
The regions were divided into similar clusters for each year through
cluster analysis in SPSS and a dendrogram helped to find out, which
regions have been the most alike and which, conversely, have differed
the most. The input data were the new two valiables - factors from the
factor analysis, 2 for each year. In analysis, the Euclidean distance was
used for calculating the degree of distance and Ward’s method of
clustering, which is the most common and used method, and the
creation of small and relatively same sized cluster is one of its main
95
advantages. The outliers are excluded from the analysis, thus the four
capital regions, since their values are significantly different from other
regions.
The following picture shows the dendrogram for 2004, based on which
the regions were divided into 5 clusters.
Figure 2: Dendrogram for 2004
Source: Author's processing
5
1
2
4
3
96
The results of clustering are in the table in Appendices: . For each
region in every year a cluster number was assigned, which the
particular region is located at. For a better overview a colour
differentiated table of clusters is presented. The table shows how
different regions were moving into another cluster over time, however
it does not tell anything about the economic development, hence it is
necessary to define those clusters based on the variables. Therefore,
the next step is the characteristics of individual clusters using the
mean and standard deviation of the variables.
Given the different characteristics of clusters from period to period, a
table ranking individual regions has been created, which was
calculated using a composite indicator. The following color
differentiated table shows the different clusters, while each region at
each year has its rank - 1 = maximum value of variables; the most
developed regions, 5 = lowest values of variables; economically
backward regions. The same shade of brown indicates that specific
regions are in one common cluster.
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Table 2: Regional cluster ranking Región 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014
CZ02 1 1 1 1 1 1 1 1 1 1 1
CZ03 2 2 1 1 1 2 1 1 1 1 1
CZ04 2 2 3 4 1 2 1 4 3 3 4
CZ05 1 2 1 1 1 2 1 1 1 4 1
CZ06 1 1 1 1 1 1 1 1 1 1 1
CZ07 2 2 1 1 1 2 1 1 1 4 1
CZ08 2 2 1 1 1 2 1 1 1 4 1
HU21 2 2 3 4 4 5 5 5 5 4 4
HU22 2 2 3 4 4 5 5 4 4 4 4
HU23 4 5 5 5 5 5 5 5 5 5 5
HU31 4 5 5 5 5 5 5 5 5 5 5
HU32 4 4 4 5 5 5 5 5 5 5 5
HU33 4 4 5 5 5 5 5 5 5 5 5
PL11 4 4 4 3 3 4 4 3 2 3 3
PL21 3 3 2 3 3 4 3 3 2 3 3
PL22 3 3 2 2 2 3 2 2 2 2 2
PL31 4 5 5 5 5 5 4 5 4 5 5
PL32 4 5 5 5 5 5 4 5 4 5 5
PL33 5 5 5 5 5 5 5 5 5 5 5
PL34 5 5 5 5 5 5 5 5 5 5 5
PL41 3 3 2 3 3 4 3 3 2 3 3
PL42 4 5 5 5 4 5 5 5 4 5 5
PL43 5 5 5 5 5 5 5 5 5 5 5
PL51 3 4 2 3 3 4 3 3 2 3 3
PL52 5 5 5 5 5 5 5 5 5 5 5
PL61 4 5 5 5 4 4 4 5 4 5 5
PL62 5 5 5 5 5 5 5 5 5 5 5
PL63 4 4 4 3 3 4 3 3 4 4 4
SK02 4 4 2 4 3 2 1 4 1 3 4
SK03 4 5 5 4 4 2 5 4 3 4 4
SK04 4 5 4 5 4 5 5 4 3 4 4
Source: Author's processing
Currently, according the latest available data from 2014, the order of
the clusters is the following: the regions of cluster 1, were having the
best situation, while on the contrary, cluster 3 includes regions with
the worst values. Regions with relatively high values of the variables
were located in a cluster 5. Average regions are those in cluster 2 and
cluster 4, which were at the 3rd and 4th place among all clusters.
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Table 3: Cluster ranking according the composite indicator 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014
C_1 1 1 1 1 1 1 1 1 1 1 1 C_2 2 2 3 4 4 2 5 4 3 3 4 C_3 4 5 5 5 5 5 4 5 5 4 5 C_4 3 4 4 3 3 4 3 3 4 5 3 C_5 5 3 2 2 2 3 2 2 2 2 2
Source: Author's processing
For a better overview, the results are presented in the following table
which shows the cluster structure and its rank in 2004 and 2014.
According to these results, Cluster 1 has not changed its position
comparing the first and the last year of analysis, however while in 2004
there were only 3 Czech regions, in 2014 it includes 3 more regions of
Czech republic, so the Czech regions are doing better off. The situation
is different when comparing the position of the Cluster 2, since there
has been a rapid change from the second to the fourth place. The
structure of the cluster has changed a lot as well. In 2004 the second
best regions were those in Cluster 2, while in 2014, the number of
regions in the second best cluster , which at that time was the Cluster
5, included only one Polish region. The third position was occupied
both years by the Cluster 4 which size remained the same. Cluster 3
and Cluster 2 were in the fourth place, while the number of regions
the group at the 4th place included decreased from 13 regions to 7
regions . The three Slovak regions have not changed their position – in
both years they remained in the 4th position. In 2004, there were 5
regions at the last position, however in 2014 this cluster gets bigger,
and contains 13 regions. Since the results according to last available
data from 2014 shows, that the cluster 5 contains only one region, that
could mean, that in further analysis this region would belong to the
cluster 1 or cluster 4, and therefore, in the following years, there would
be only 4 clusters instead of 5 in the beginning of 2004.
99
Table 4: Comparing the first and the last year of analysis
2004 2014
1st Cluster 1 Cluster 1
CZ02
CZ5
CZ06 CZ02
CZ03
CZ05
CZ06
CZ07
CZ08
2nd Cluster 2 Cluster 5
CZ03
CZ04
CZ07
CZ08
HU21
HU22
PL22
3rd Cluster 4 Cluster 4
PL21
PL22
PL41
PL51
PL11
PL21
PL41
PL51
4th Cluster 3 Cluster 2
HU23
HU31
HU32
HU33
PL11
PL31
PL32
PL42
PL61
PL63
SK02
SK03
SK04
CZ04
PL63
HU21
HU22
SK02
SK03
SK04
5th Cluster 5 Cluster 3
PL33
PL34
PL43
PL52
PL62
HU23
HU31
HU32
HU33
PL31
PL32
PL33
PL34
PL42
PL43
PL52
PL61
PL62
Source: Author's processing
Graphical display of the rank of individual clusters
The figure 3 in Appendices graphically shows the locations of the
various clusters and also what regions belong to common cluster. The
4 regions, which were due to their extreme values with respect to
other regions excluded from the analysis were marked with yellow.
Clusters are separated by their ranking from the darkest color to the
lightest. The darkest green indicates that in that year, the particular
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cluster was at the first place, among all of the clusters, reaching the
highest values of the variables. Conversely, the lighter the color, the
cluster is ranked to the lower position, respectively, with lower values
of GDP, disposable income, expenditure on research and development,
gross value added and gross fixed capital formation. There are 3 years
shown in the following figure - the year of joining the European
Union- 2004, the year after the economic crisis - 2009 and last year,
2014.
The most advanced region in EU is the region CZ02. The number of
regions in the best- the first, cluster was constantly changing. While in
2004, there were only 3 regions in this above mentioned cluster, in
2014 this cluster is made up of all Czech regions except region CZ04,
which is at the 4th place. The next cluster includes in 2014 only one
polish region – PL22. Cluster at 3rd place consists 4 polish regions.
Regions such as CZ04, SK02, SK03, SK04, PL63, HU21 and HU22 are
a part of the second last cluster. All other regions shown in white, form
a cluster that is in a given year characterized by the least developed
regions. The most "white" regions are in 2009, which can be attributed
to the impact of the economic crisis.
Discussion
As it was mentioned in the first part of the paper, there have been
both similarities and disparities between the regions of the Visegrad
group. The similarities were reflected in the fact, that the regions were
divided into 5 relatively similar clusters based on their similarities.
However, the disparities were visible after the analysis and
characterizing the individual clusters. These differences could be
caused by many aspects such as cultural factors, different law system
or different spatial structures.
For the purpose of the analysis, factor and cluster analysis were used.
The factor analysis was run because of the high correlation among the
economic regional indicators, while the cluster analysis was used in
order to get relatively homogenous groups of regions out of all of
101
them. However, it was necessary to exclude 4 regions from the
analysis, which were characterized by highly extreme values
comparing to the other regions. These regions were the regions where
the capital city is located.
As an example of a similar empirical study the paper of Anna
Golejewska could be mentioned, called Competitiveness, innovation
and regional development. The case of the Visegrad Group countries
(Golejewska, 2012) where the author focused on the regional
development in terms of competitiveness and innovation and tried to
find out, whether these two indicators depend on each other.
Moreover, the author focused on testing the impact of nationality on
clustering. The analysis comprises two groups of indicators. First of all,
it is the competitiveness indicators, which consist of GDP pre capita
(PPS), employment and unemployment rate. The second group
includes indicators of innovativeness such as patent applications, R&D
expenditure as percentage of GDP, R&D personnel as percentage of
total employment and core Human Resources in Science and
Technology as percentage of active population. Even though different
indicators were used in these two papers, the final results are similar.
Five groups were created in the cluster analysis, while the capital
regions were excluded and formed another, sixth group. The group of
Czech regions was doing better off in both cases. On the other hand,
mainly Polish regions were those, which formed the group (cluster)
with the least developed regions based on specific indicators. On the
contrary, in terms of innovations and competitiveness, Hungary has
more developed regions than in terms of indicators selected by us.
By means of cluster analysis, which has divided the regions into 5
clusters, and defining the ranking of the clusters through creating a
composite indicator, we have estimated, which regions were doing the
best, and which, in contrary, the worst. However, the structure of the
cluster itself says nothing about the economic development of its
regions, until it is not characterized. The mean and the standard
deviation of each indicator of each year was used in order to
characterize the clusters. Obviously, the compound of the clusters has
102
changed over years, however even their position was changing over
the time of 11 years. For instance, while during entering the EU the
cluster 5 was typical for least developed regions, since 2006 this
cluster is characterized by developed regions and is ranked in the 2nd
place. The most developed cluster during the whole period seems to
be the Cluster 1, containing only Czech regions, which was on the 1st
place during the whole analysed period and the number of regions in
this cluster even doubled during this time. On the contrary, the least
developed cluster seems to be the Cluster 3, containing Polish regions,
which was fluctuating between the 4th
and the last place for the whole
period. Moreover, the number of the regions from the cluster at the
last place increased, but so did the number of regions in the first
place. That means that the most developed clusters got bigger and so
did the least developed clusters however, the clusters in between got
smaller or remained the same size. Because of this, a cluster with only
1 region in it was created. Despite the fact, that even though the
values of every region are higher, there are more regions in the least
developed cluster, these regions are closer to each other.
Conclusion
Regions and their development are nowadays one of the main areas of
focusing of the European Union. Countries need competitive and
dynamic regions, in order to achieve their economic, social or
environmental goals. The process of regional development is
conducted through the implementation of regional operation
programs in the area of regional development of the EU.
The first part of the paper consist of the theoretical background and
the motivation for this research in terms of the European Cohesion
Policy. The authors in the second part focused on selecting the right
indicators of regional economic development based on the Principal
European Economic Indicators. Furthermore, the methodology is
described in the following part, thus Factor and Cluster analysis. The
results of all the analysis are presented in the next part of the paper.
Last but not least, a the results are discussed in the last part of the
103
paper, Discussion.
The main contribution of this paper was finding a set of 5 Indicators of
Economic Development of the Regions based on several empirical
studies and the analysis of the regions of the Visegrad group with
regard to these economic indicators, which were the regional GDP per
capita, the regional average net household income, the regional
investments in research, regional gross value added and finally the
regional gross fixed capital formation.
Another contribution was the analysis of 31 regions and their
economic development values in terms of correlation, factor and
finally cluster analysis, which grouped the regions into 5 clusters
based on their similarities. All of these clusters were further analysed
and characterized by the mean and the standard deviation of its
variables. Finally, the results were compared and presented in the last
part of the paper. While analysing the results, we should not forget,
that they are based on 5 selected indicators and that adding or
excluding one of the variables could lead to slightly different results.
References
1. Buček, M., Rehák, Š. and Tvrdoň , J. 2010. Regionálna ekonómia a
politika. Bratislava : IURA Edition, 2010. ISBN 978-80-8078-362-4.
2. European Commission. 2009. Principal European economic
indicators. A statistical guide. [Online] 2009. [Cited: 02 02 2015.]
http://ec.europa.eu/eurostat/documents/3217494/5713943/KS-81-
08-398-EN.PDF/b7c1a8d5-2ea1-4e1c-b585-
4582e92f5e2d?version=1.0. ISBN 978-92-79-09695-2.
3. European Commission. 2002. Regional policy of European Union.
2002. ISBN 80-89102-01-8.
4. Golejewska, Anna. 2012. Competitiveness, innovation and regional
development. The case of the Visegrad Group countries. s.l. : KEIE
UG, 2012. ISSN 2080-09-40.
5. Gorzelak, Grzegorz, Bachtler, John and Smetkowski, Maciej. 2015.
Regional Development in Central and Eastern Europe Development
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processes and policy challenges. s.l. : Routledge, 2015. ISBN 978-1-
13-881693-0.
6. Office for National Statistics. 2014. Regional economic indicators.
[Online] 2014. [Cited: 15 03 2016.]
http://www.ons.gov.uk/ons/dcp171776_369754.pdf.
7. Samson, Š. 2008. Ukazovatele hodnotiace úroveň regiónov. Košice :
TUKE. Ekonomická fakulta, 2008.
8. Stankovičová, I. and Vojtková, M. 2007. Viacrozmerné štatistické
metódy. s.l. : Iura Edition, 2007. ISBN 978-80-8078-152-1.
9. Svitana, R. 2006. Vybrané pojmy európskej integrácie. CPEP.
[Online] 2006. [Cited: 10 12 2015.]
http://www.cpep.sk/fileadmin/Dokumenty/publikacie/Vybrane-
pojmy-europskej_integracie__2_.pdf. 80-7165-575-9.
105
Appendices:
Table 5: Clustering results
Source: Authors processing
106
Figure 3. Graphical design of clustering in 2004,2009 and 2014
107
REGIONAL DEVELOPMENT IN SLOVENIA20, 21
INSIST OR CHANGE?
Dr. Franci Žohar22
Ministry of Public Administration, Service for Local Government,
Tržaška cesta 21, 1000 Ljubljana, Slovenia
Introduction
Over a longer period, Slovenia present development policy the less
developed areas, initially focusing on demographic issues that have
also been regional component, and later on the policy of encouraging
the development of regional development. The system of promoting
balanced regional development by the end of 80 years of the last
century by gave some positive results, but less than expected. In
certain less developed areas has improved features with the economic
and social infrastructure, structure of the economy has not changed
much and was based on large enterprises, which are at the beginning
of this century largely collapsed. As he maintained a fairly stable
structure of the economy and that investments were mainly labor
intensive, a large part of the educated youth did not get suitable
employment in the local and wider environments, the continued
exodus of mostly younger age population in urban environments. In
20 All statements and views in this article is the opinion of the author and do not necessarily reflect the views of the organization in which he is employed or organizations with which it cooperates. 21 Some of the content is taken from the author's doctoral dissertation entitled The autonomy of municipalities and intermunicipal integration with a view to promoting regional development. 22 Franc Žohar, PhD. works at the Government Office for Local Self-Government and Regional Policy, Division of Local Government, which belongs to the Ministry of Public Administration. additionally he is lecturer at different Slovenian Colleges and is expert at the National Agency for Quality in Higher Education. In his career he published over 240 publications in various scientific and professional journals in the field of local self-government, public finance, law and logistics in Slovenian, Croatian and English languages.
108
some less developed geographical, mountainous and border areas,
but continued depopulation.
In 90 years we have witnessed a reduction in funds for regional policy,
focusing only on demographic indicators and participation of sectoral
policies. Country Slovenia in this period, activities to be included in
the EU cohesion policy approach to change in regional policy and
establish renewed systemic conditions for its implementation. In the
period until 2004 is competent ministry with direct regional incentives
mainly financed broader regional projects, however, they are already in
the 2000-2004 period have had an important role infrastructure
projects of local communities. High economic growth, the increase in
resources devoted to the promotion of balanced regional
development, in particular EU funds and optimistic forecasts have
prompted significant investments, particularly in local projects, which
raised the level of infrastructure facilities. Favourable economic trends
and expectations have resulted in the reduction of unemployment and
a fairly successful business is not restructured economy.
With the onset of the financial and then economic crisis has
highlighted weaknesses in Slovenian model of economic development
both at national and regional level. Due to the large decrease in orders
to companies with up to 50% of the credit crunch, bad investments,
halting investments in infrastructure and reduced private consumption
decreased GDP in the second half of 2009, a significant increase in the
number of unemployed and, consequently, registered unemployment
rate (SVLR, 2010 3).
The largest decrease in the number of employees was in
manufacturing, agriculture, mining, while there was a reduction in the
number of employees in the service and in the public sector is much
smaller. The economic crisis has revealed particularly in regions that
have historically lagged behind in development and which have failed
some important companies and the latter encountered difficulties, for
example in the Pomurje and Koroška.
109
Figure 1: Regional effects of the crisis. The registered unemployment
rate in September 2008 and its absolute change in percentage points
in the period to the end of 2009
SpremNezap - change in unemployment in percentage points
Nezapo0908 - absolute change in percentage points in the period to the end of 2009
Source: SURS, display and conversion SVLR.
Especially great was the impact on the Pomurje region, where the
registered unemployment rate increased sharply. Approval of the
emergency law on development support to the Pomurje region in the
period 2010-2015 to improve this part. Situation in the area of
regional development calls for serious reflection on the existing model
of promoting regional development, as the region has failed to
provide a sufficient number of "competing" jobs with added value per
employee over 30,000 euros, which would enable the EU comparable
wage, adequate social protection and business development and
consequently the country, regions and local communities. The current
modes of individual sectoral development policies in the regions that
were poorly interlinked, were not effective enough and especially not
110
successful. Regional policy, which has in recent years almost all
regions leaves the development initiative, it is also proven weaknesses.
Regional institutions, particularly regional development agencies have
not been able to connect the different regional interests and drastic
state centralism, at which were strengthened regional centralism and
respond to them even localities. The financial and economic crisis has
helped to clearly show what was previously hidden and what is not
given its true meaning. Based on the above it is obvious that it is
necessary to approach the transformation model of regional
development and operation of Regional Development Agencies as
providers in this field, taking into account other actors who have in the
meantime developed at regional or inter-municipal area.
Situation In Regional Development At The Level Of Statistical
Regions
In Slovenia, regional differences are still fairly large. In doing so, it
draws attention to the many developmental diversity of Slovenian
municipalities and regions, which for several decades indicates the
concentration of certain regions in which there is a larger part of the
population, jobs and economic operators, on the other hand, regions
which show the lower level of development, rarely settlement and bad
development potential. Thus, despite the efforts of the presented
detectable increase in regional differences. On this we are stating the
relationship between the most and least developed regions on the
basis of gross domestic product - GDP (2.14: 1 in 2010 to 2.1: 1 in
2003 and 1.98: 1 in 2000) and the situation on the in other indicators
of regional growth, as capital educated workforce, research and
development. It notes the creation of some major development
centers, including within the Central Slovenian region, water Ljubljana.
The following two figures show a clear decrease in GDP in the
Pomurska, Koroška, Zasavska, Gorenjska, Central, Inner-Kras and
Gorica statistical region. Reduction of GDP, except in the case of
Gorenjska, Central and Inner-Karst region, followed by reduction of
the population (SVLR, 2010). Although the GDP in recent years
increased in all regions, the highest growth rate reached more
111
developed regions, what the situation in the field of regional
development are exacerbated, as shown in the following bullet points
(based on publicly collected data and (SVLR, 2010) edited by author ):
Gross domestic product shows a wide variation between regions
depending on the size of GDP, as, for example, has only Central
region of the year accounted for more than a third (36.1% in 2007
and 36.58% in 2011) of total Slovenian GDP, it is slightly less than
the 9 regions (39.1% in 2007 and 38.67% in 2011) and significantly
more than the 8 regions (30.7% in 2007 and 30.42% in 2011) with
a minimum GDP together - together with the Drava region and
half of Slovenian GDP (49.6% in 2007 and 49.72% in 2011). It
follows that the differences increase.
Jobs are mainly concentrated in the Central region. The lack of
jobs in each region resulting in greater and constant commuting
employees and higher unemployment. The largest shortage of
jobs in relation to employment in Zasavska region.
In the area of unemployment are large regional differences, which
are the most exposed to the region, which has long-term excess
of the national average (Pomurska, Podravska, Koroška and
Zasavska region).
In recent years we have witnessed the growth of population,
concentration continues in the Central region, where he has lived
for more than a quarter of the total population of Slovenia.
Demographic projections predict a decline in the number of
inhabitants in the Slovenian regions and their aging, which
represents the state, regions and municipalities additional
challenges, both in terms of social-health point of view, as well as
possible the potential for economic development.
112
Figure 2: Number of population and gross domestic product by
statistical regions in 2003
Source: Statistical Office of the Republic of Slovenia and the Surveying and Mapping
Authority of the Republic of Slovenia. (2003)
Development of the region with strong economic potential are
those where the population is above average educated, and where
the employees above-average percentage of employees with a
high level of education. These regions have the greatest number
of students per capita population is more healthy.
Among regions there is a difference in the presence of higher
education institutions, which are concentrated in the Central,
Podravska-Karst region and Gorizia region, although individual
faculties and higher education institutions located in other
regions. With improved transport accessibility and the
development of ICT available to study greatly improved.
113
Figure 3: The number of inhabitants in 2012 and gross domestic
product by statistical regions in 2011
Source: Statistical Office of the Republic of Slovenia (2014).
There are also differences in the presence of scientific research
institutions, which are mostly found in the Central region and in
Ljubljana.
There are differences in the equipment of the physical
infrastructure, especially the poor regional traffic connection,
where a less extensive road network. Traffic information municipal
centers within regions is better.
114
Figure 4: Education of the population aged 25-64, statistical regions,
Slovenia, 1 January 2013
Source: Statistical Office of the Republic of Slovenia (2014).
Border Regions
Slovenia has almost 1,400 km of state border. In Slovenia, as the
border is defined as 50% of the municipalities where the frontier zone
limited to 10 km. Corresponding to this is also our cross-border traffic.
Slovenian citizens out annually about 50 million crossings. Across the
border go on average once every 14 days. Differences in levels of
development of countries and regions NUTS-2 levels in a radius of
500 km around the geometric center of Slovenia, measured in GDP
per capita are very obvious. North and west of Slovenian regions
which are among the most advanced in the EU, such as certain
northern regions, the Bavarian region as well as Salzburg and Vienna
region. Somewhat less but still above-average development of the EU-
25 achieved a neigh boring Friuli - Venezia Giulia, Carinthia and Styria.
On the other hand, Slovenia to the east and south of the border to the
considerably less developed Hungarian and Croatian regions and
countries of the Western Balkans. Similarly, the situation regarding the
115
employment of the population and the competitiveness of regions
within said space, wherein the position of the Slovenian mentioned
indicators slightly more favorable.
Slovenian border region in the last few years improved its absolute
position relative to the border regions in Austria and Italy, however,
the level of development of most neigh boring regions in Italy and
Austria still much higher than the development of Slovenian regions
(Figure 5)."Step by them, fished Central Region, other regions have, as
the Austrian Burgenland and all Hungarian and Croatian regions,
index levels compared with the average of the EU-27 under 80 issue of
further catching up of Slovenian border areas of Austria and Italy,
therefore, continue to be relevant and requires further strengthening
regional innovation systems and their cross-border integration and
euro regional cooperation "(GOSP 2010, 10-11).
Promoting Balanced Regional Development
Country Slovenia is the transformation of regional policy in the second
half of the 90s set of system conditions for the further implementation
of regional policy. The National Assembly in 1999 adopted a law on
balanced regional development in 2000 have been adopted by laws
that define the objectives, principles, organization, promoting
balanced regional development, the allocation of development
incentives and criteria for the identification of areas with specific
development problems. In 2001, the Government adopted the
Strategy of Regional Development of Slovenia (hereinafter: SRRS),
which is a fundamental strategic document of Slovenian regional
policy. SRRS provides detailed guidance for the further
implementation of regional policy and its adjustment to changing
circumstances.
116
Figure 5: Regional GDP per capita at current prices for 2006 (EU-27 =
100) compared to neigh boring regions at NUTS 3 level.
Source: 2009 Annual Report on the implementation of the National Development
Program of the Republic of Slovenia in the period 2007-2013, Government Office,
Ljubljana.
It also established an appropriate institutional framework, the ministry
responsible for the Regional Development Agency for Regional
Development, Regional Development Agencies, etc. An important role
should entail programming committees, and later regional
development councils.
Since 2001, the Republic of Slovenia started to promote regional
development by directing budget funds to priority areas of Slovenian
regional policy. These were mostly areas with special development
problems, set at the level of municipalities and regions A and B23
. On
the other hand, the regional policy is too weak (financially,
institutionally) to significantly shifted unfavorable development
guidelines and ensure harmonious development of the entire national
23 Navodilo o prednostnih območjih dodeljevanja spodbud, pomembnih za skladni regionalni razvoj (Ur. l. RS, št. 44/01).
117
territory. The main problems of regional policy accession to the EU
were as follows:
the shortage of good projects,
lack of focus (too similar to projects on a small territory)
funding was not an orderly system, despite the progress made,
major difficulties in cross-sectoral coordination,
lacked the knowledge and experience,
monitoring of projects and programs have been underdeveloped,
evaluation of projects, programs and policies were not adequate
(deficiency of knowledge, methodologies and experience).
Thanks to EU funds, the year 2007 the amount of funds dedicated to
regional development, increased sharply. By setting a quota of funds
by region, taking into account the development risk index has been
achieved the desired asset allocation in favor of the less developed
regions and regional policy is an opportunity to make the
complementary regional projects to support the development efforts
of sectoral policies.
Evaluation of these calls was identified some risk factors, the success
of the program in achieving the objectives of the program:
1. The Regional Council is actually a political body composed of
mayors, they were in decision-making at the forefront of political and
local interests, rather than the priorities of the comprehensive
development of each region.
2. The regions have established a clear definition of the regional
project. Connecting a large number of municipalities in the execution
of operations is not a common practice since the regional distribution
of the available quotas to individual municipalities, requires the
realization of priority projects in each local community.
3. Regional development agencies are not sufficiently involved in the
preparation of projects of regional importance, as well as
municipalities generally do not have sufficient financial and human
capacity to prepare projects on the stock, which could be adequately
118
reacted to tender, for which the deadline for submission of
applications relatively short.
4. In border and cross-border area's regional policy met with a
completely new facts. Opened up new opportunities and expected
that the intensity of cross-border relations greatly increased.
Analysis show24
that this depends not only on the general
international conditions, but also from a number of local factors:
vision and strategy and state of development programs in border
areas,
adequate territorial organization and decentralization of public
functions, which promotes cross-border cooperation. The
question regarding the establishment of provinces, is an extremely
important,
functional organization of the border area for work and life of the
population (question Euroregion?)
degree of social and cultural integration of the border population.
Positive And Negative Experiences With Regional Policy
Among the positive experience of previous regional policy is a shift in
the status and organization of certain institutions, regional
development agencies, regional development councils and regional
councils in all development regions, the principles of operation and
the design and scale of investment in the development of regions,
especially the integration of EU cohesion policy funds).
Experience and results also show that the changes made were not
optimal in all respects; it is also less effective implementation. The
current regional policy is not sufficiently transparent institutional
organization at all levels does not guarantee implementation of the
principles of partnership and effective implementation of the
24 Bufon, Milan. (2008) Slovenska obmejna območja po vstopu Slovenije v schengenski prostor; v monografiji: Na obrobju ali v osredju?, Milan Bufon s soavtorji, Založba Annales, Koper.
119
legislation. An inter-ministerial co-ordination is insufficient, the
operation of individual departmental policies in the regions,
incoherent and many times without any possible synergies. The
institutions at the national and regional levels are unstable, the
composition of regional councils (mayors) allows the predominance of
local interests. Thus, it is necessary to focus on key regional problems
and few real regional projects. Due to the large number of fragmented
projects experiencing difficulties in absorbing EU cohesion funding,
inadequate but also monitoring and evaluation of programs. The poor
socio-economic status and limited financial incentives in times of
financial and economic crises call for a focus on key development
projects in the region, and fully exploiting the internal potential of
regions. Strengthen the necessary actions to ensure greater
coordination and partnership in the planning and implementation of
regional development programs. It is necessary to more effective
coordination of national sectoral development policies and improve
the efficiency of regional policy. The necessary changes in policies,
status and the institutional organization of regional policy. Among the
positive experience of previous regional policy is a shift in the status
and organization of certain institutions, regional development
agencies, regional development councils and regional councils in all
development regions, the principles of operation and the design and
scale of investment in the development of regions, especially the
integration of EU cohesion policy funds).
Experience and results also show that the changes made were not
optimal in all respects, it is also less effective implementation. The
current regional policy is not sufficiently transparent institutional
organization at all levels does not guarantee implementation of the
principles of partnership and effective implementation of the
legislation. An inter-ministerial co-ordination is insufficient, the
operation of individual departmental policies in the regions,
incoherent and many times without any possible synergies. The
institutions at the national and regional levels are unstable, the
composition of regional councils (mayors) allows the predominance of
local interests. Thus, it is necessary to focus on key regional problems
120
and few real regional projects. Due to the large number of fragmented
projects experiencing difficulties in absorbing EU cohesion funding,
inadequate but also monitoring and evaluation of programs. The poor
socio-economic status and limited financial incentives in times of
financial and economic crises call for a focus on key development
projects in the region, and fully exploiting the internal potential of
regions. Strengthen the necessary actions to ensure greater
coordination and partnership in the planning and implementation of
regional development programs. It is necessary to more effective
coordination of national sectoral development policies and improve
the efficiency of regional policy. The necessary changes in policies,
status and the institutional organization of regional policy.
Regional Development Agency (hereinafter: RDA) is the basic form of
organization for the operational implementation of regional policy at the level
of development of the region. Each development region has only one RDA,
development tasks can be adopted by the Council in the region to engage in
regional development agencies (hereinafter referred to as the ORA). Among
these development institutions are significant differences in staffing levels in
the services and the legal form. In addition to these 137 full-time employees
in the development of these institutions perform public works and works for a
certain time and work on a contractual basis (SVLR 2010, 28).
With those institutions SVLR25
conclusion of the contract on co-
financing of development tasks at the regional level, in the public
interest. The total amount of co-financing on an annual basis amounts
to 1 million euros. Among the regions, these resources are divided
according to a key which takes into account the 60 percent weighting
fixed part, which is the same for all development regions, and 40 per
cent weighting variable part. The variable part depends on the
number of municipalities in the area of development of the region
and the development risk index in the region. SVLR (MGRT) funded
development activities at the regional level, provided that the
municipalities provide their share of funding at least 40%.
25 Now the Ministry of Economic Development and Technology (MGRT).
121
Table 1: Positive and negative experiences with regional policy
POSITIVE EXPERIENCE
NEGATIVE EXPERIENCES
• Establishment of institutional
framework: the responsible ministry
• Adopted legislation.
• Increased funding.
• Strategic basis: at the national level
and across departments.
• Successful planning phase of
cohesion policy.
• Experience with the preparation of
regional development programs.
• Managing Authorities for cohesion
policy.
• Development sweep in the regions.
• Increased public attention to
regional problems
• Regional policy is not further defined
and positioned.
• Insufficient inter-ministerial
coordination - a low level of
interconnection between instruments
seemingly parallel aspects of planning.
• The changing role of institutions for
the implementation of regional policy.
• Absence of other levels of local
government.
• There is a lack of comprehensive
ready-regional projects (lacking
financial support, personnel deficit,
lacking professional support to
countries).
• The dominance of local interests
(partial interests prevail, the dominant
role of municipalities in decision-
making in the exploitation of regional
initiatives, the fragmentation of
regional quotas funds to the municipal
quotas).
• Insufficient focus on key issues (too
many similar projects (too) small
territory).
• Defective sense of responsibility for
strategic decisions.
• Difficulties in absorbing EU funds
(complicated procedures, personnel,
own participation, liquidity, ...).
• Inadequate monitoring and
evaluation of projects, programs and
institutions at the regional level.
Source: Expert basis for a new law on the promotion of balanced regional development.
Government Office: (2010, p. 28).
From the foregoing, it can be estimated that the state and
municipalities, on average, jointly financed by more than 5 employees
in the development region. This represents less than 50% of the labor
costs incurred in development institutions. taking into account other
122
costs, the possible conclusion that the regional development
institutions vast majority of funds for their operations to obtain on the
market.
Table 2: Advantages and disadvantages of RDA
ADVANTAGES
DISADVANTAGES
1. The multifunctionality and
flexibility
2. The available infrastructure
3. The network of contacts and
visibility in the region
4. Access to a wide range of
information the state, municipalities,
etc.
5. A broad network of contacts in the
EU and SE Europe
6. Knowledge development,
application and management, project
management soft
7. Knowledge of financial
management schemes and programs
8. Some of the regional development
agencies is working well
1. Obsolete skills and self-sufficiency of
personnel.
2. Non-uniform statuses (sometimes
dominant private capital, sometimes
dominant role of municipalities) structure ..
3. Lack of initiative RDA those who depend
on the municipalities.
4. The majority does not have a long-term
strategic plan and vision.
5. They do not have their own resources to
invest in studies, project development, etc.
6. Too weak control over the operations of
RDA - no measurement results and the
quality of service, not standards.
7. There is no coordination at the state
entering or co-finance the various activities
of RDA (GOSP - MEDT, JAPTI - I know,
Human Resources Development Fund -
scholarships, etc.).
8. Ignorance of spatial planning.
9. The transfer of knowledge within the
region and between regions (no meetings,
conferences, etc.).
10. In some regions focus on regional
centers and economic dimensions of
development.
Source: Expert basis for a new law on the promotion of balanced regional development.
SVLR. (2010, 30)
In carrying out development tasks in the regions contractors involved,
in addition to those which are registered with the GOSP-MEDT, and
their activity SVLR also co-finances some other development
institutions (SVLR, 2010). These institutions have a total of 62
additional full-time employees to full-time. In total, therefore, the
development institutions in the region around 200 full-time
123
employees.
The Vision Of Regional Development And Transformation Of The
Functioning Of The Regional Development Agency
In regional policy should not only going to invest in physical capital
regions and activities only in economic terms but also to invest in
social capital in the region, which includes human capital, social
capital, cultural capital and the environment. Also, the competitiveness
of the regions can not be based only on economic competitiveness in
the global market, but also on the efficiency and performance in terms
of overall quality of life, environmental protection and sustainable use
of natural resources.
Role models RDA's (shown in Figure 6):
Model A is very rare. The case was Shanon Development in
Ireland.
Model B is a top-down approach. The existence of national
regional agency, which has its offices in the regions. An example is
Sweden (NUTEK).
Model C is an example of the Netherlands, where the RDA is
largely bound to a local government (province).
Model D: RDA's are the result of initiatives of local government.
They have different shapes and are formed from a variety of
causes. They are not the result of a systematic approach, therefore,
is not present on the entire territory of the country. Such cases
have throughout the EU and in the candidate countries (such as
Poland in the 90s).
Today is considered to be mainly in the Anglo-Saxon countries
important link between the State (Ministries) and RDA's, while
other members considered that the RDA her increasingly at the
service of regions and less in the service of the central
government. While they were in the past, development agencies
established in the problem areas are today present in the entire
country (SVLR 2010, 72-73).
124
The vision of regional development in Slovenia provides dynamic and
creative regions have expressed their own identity and effective
management, which are able to detect and engage in global
development opportunities. They do not mean only branch of law and
the interests of local communities, but rather an autonomous entity
and facilitator in the wider regional or inter-municipal area and field
operations, as well as the creator equivalent and synergistic
partnerships with other actors in regional and inter-municipal
networking. Their development should be based on economic
performance and efficiency, social justice and environmental
responsibility.
The overall development objectives of regional policy are:
Enhance economic, environmental and social capital in the region
and increase its effectiveness in terms of economic
competitiveness, quality of life and sustainable use of natural
resources.
Tackling structural problems of target problem areas and reduce
their development gap.
Implementation and strengthening the development potential of
Slovenian regions through cooperation with other actors in
regional and inter-municipal networking.
Further substantive, targeted and strategic alliances through joint
municipal authorities, in particular where there quantitative and
qualitative functioning of the joint municipal administrations that
already allows SOU (joint municipal administration) Lower Drava,
Maribor SOU, SOU Sasha, Carinthia SOU, SOU Posavje, Zasavje
SOU.
Implementation and strengthening the development potential of
Slovenian regions through cooperation with similar institutions in
the regions and internationally.
Depending on the current operating model of regional development,
which was not very successful, since it had the relevant ministry for
regional development over the responsibilities and roles, even
125
patronage oversight of individual development agencies. Among
other things, it is tolerated and allows mixing of private interests with
public funds. It is unacceptable that extends the disordered state
ownership.26
Slovenia should follow the model C and D in the further development
and the role of regional agencies. With that in Slovenia at the moment
we do not have the regions, it would be closer to a model of D.
However, given the fact that the regional or inter-municipal level in
operation already in operation for some operators, it is necessary to
include forms of intervention model C and strategically developed in
CD combination model.
26 What has happened again with the Law on balanced regional development ZSRR-2
(Official Gazette of RS, Nos. 20/11 and 57/12), which was amended in 2012 and the
obligation of changing the status of the RDA in a public institution deleted from the
20th Article. Transitional provision (article 34, which says (2) of the RDA, providing
general development activities in the region under this Act, it shall be in accordance
with Article 20 of this Act, be established as a public institution until 31 December
2013), adopted in 2011 has thus become irrelevant. Current situation with regard to the
required legal status RDA is as follows:
20. Article ZSRR-2 (after the change ZSRR-2A)
(3) "RDA must meet the following conditions:
- is majority publicly owned and with a majority of municipalities within the public
share, while none of the municipalities may not have more than a one third share of the
sponsoring,
- the professionally qualified personnel to perform the tasks of general development in
the region,
- turns out to be part of a regional development network and covers the entire region,
- submit an implementation strategy for the general development tasks in the region,
- turns out to have a contractual relationship with the regional development partnership
on the distribution of general development tasks in the region if the region formed local
development partnership, turns out to have a relationship with other legal entities in
majority public ownership of the distribution of general development tasks in the
region, if based on the decision of the world total performed overall development
activities in the region. "Article 15 ZSRR-2A
(3) RDA, which is the date of enactment of this Act registered as regional development
agencies of the Ministry of Economic Development and Technology, proceed with the
general development tasks in the region until the end of the program period.
Conditions of the first indent of the third paragraph of Article 20 of the Act must be
completed no later than four years after the entry into force of this Act. So in 2016, until
then, depending on the dynamics of current changes can we expect a series of
innovative solutions.
126
Conclusion
Over a longer period, Slovenia present development policy the less
developed areas, initially focusing on demographic issues which had
also been the regional component, but later on policy to encourage
the development of regional development.
With the onset of the financial and then economic crisis has exposed
weaknesses Slovenian model of economic development at both
national and regional levels.
127
Figure 6: The role of the RDA's in EU Member States
Source: Adapted from Absorption capacity for Structural Funds and the regions of
Slovenia. (2001, p. 21).
128
In Slovenia, regional differences are still fairly large. In doing so, it
draws attention to the many developmental diversity of Slovenian
municipalities and regions, which for several decades indicates the
concentration of certain regions in which there is a larger part of the
population, jobs and economic operators, on the other hand, regions
which show the lower level of development, rarely settlement and bad
development potential. Thus, despite the efforts it presented
detectable increase in regional disparities. The current regional policy
is not sufficiently transparent institutional organization at all levels
does not guarantee implementation of the principles of partnership
and effective implementation of the legislation. Strengthen the
necessary actions to ensure greater coordination and partnership in
the planning and implementation of regional development programs.
It is necessary to more effective coordination of national sectoral
development policies and improve the efficiency of regional policy.
The necessary changes in policies, status and the institutional
organization of regional policy.
In addition, we offset the creation of regions and other levels of
organization of local government in Slovenia, which is a constitutional
category in vague and politically uncertain time. Based on the
foregoing, we believe that it does not appear to insist on regional
development model, which does not give the expected results and
strengthens the internal tensions and wait for regionalization in
Slovenia, as the answer to all problems.
We suggest that Slovenia could follow the model C or D in the further
development and the role of regional agencies. The fact that Slovenia
currently has no provinces, it would be closer to a model of D.
However, given the fact that the regional or inter-municipal level in
operation already in operation for some operators, it is necessary to
include forms of intervention model C and strategically developed in
CD combination model.
129
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11. http://www.stat.si/tema_splosno_upravno_karte.asp, 11. 4. 2014.
12. Strokovne podlage za pripravo novega zakona o spodbujanju
skladnega regionalnega razvoja. SVLR.2010.
13. Uredba o standardni klasifikaciji teritorialnih enot (Uradni list RS, št.
28/00).
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130
REFUGEES IN EUROPE: FROM MEDIA ACCOUNTS TO
PSYCHIATRIC TRAUMA
Anca-Olga Andronic, Răzvan-Lucian Andronic
Faculty of Psychology and Educational Sciences, Spiru Haret Unversity,
500152, Turnului 7, Brașov, România,
The media and the issue of refugees
The “refugee crisis” facing the European Union is widely reported by
the European media in ways that sometimes contributes directly to
the assertion of the anti-immigration politicians (Boomgaarden, H. G.,
and Vliegenthart, 2007) and that is also because the European media
(especially the written one) is commonly associated with some
political positions (Bleich, Bleich, Bloemraad and De Graauw, 2015, p.
862).
Regarding the Romanian media, it presents (mainly in the news) many
accounts related to the difficulties of managing a large number of
people who are in transit or who want to reside in the European
countries. Less present are the accounts about individual cases, about
the refugees’ fates and traumas. However, this subject was tackled by
cinematography (Ponzanesi, 2011). In other words, it rather reflects
what “we” (the Europeans) do in relation to an impersonal “they”.
Besides the well-known psycho-sociological explanation, “the out-
group homogeneity effect” (the tendency to consider the members of
the other group, the out-group members, more similar to one another
in comparison with the members of their own group who are seen as
different, being perceived as an individual), we may invoke another
131
one that keeps track of the fact that so far the “Balkan route” followed
by the refugees from the Middle East has avoided Romania.
The main topic discussed in the Romanian media regarding the
refugees is the controversy over the mandatory quota of refugees who
will be resettled in all the EU countries, so that all its members to
contribute jointly in order to improve their situation. In this case, also,
the media discourse is impersonal, taking into consideration only the
logistical and financial aspects, not the people who went into exile
(who are perceived predominantly in a stereotypical manner –
Andronic, 2016).
It is foreseeable that the refugees’ situation will not be in the near
future only a topic for the media in Romania, but it will require
intensely the public services, especially and primarily the mental
health ones. Based on the results of some reference research (Steel,
Chey, Silove et. al., 2009), based on the meta-analysis of the literature
on the traumas suffered by refugees, which shows that about 30% of
them suffer from mental health disorders (Steel, 2009) one can make a
rough estimation: in the coming years it is possible to be necessary to
provide specialized services to a significant number of people,
possible 600 (30% of the 2,000 refugees allotted to Romania).
The refugees’ traumas and their diagnostic
The research on the psychological traumas suffered by the civilians
who took refuge from the armed conflicts was initially carried out in
the Southeast Asia, stating that they were suffering from
posttraumatic stress disorder mainly, abbreviated PTSD, in proportions
that varied between 10% and 86% (Thulesius and Hakanson, 1999, p.
167).
An important number of studies have focused on the trauma of the
refugees from Bosnia-Herzegovina who arrived in other European
countries, these revealing an incidence of PTSD which varied between
45% and 82% for a batch investigated in Norway and between 18%
132
and 33% in the research carried out in Sweden (Thulesius and
Hakanson, 1999). Comparable results were obtained after studying the
incidence of PTSD in Bosnian adolescents who fled to other parts of
their own country (Hasanovic, 2012). Similar studies have been
conducted on other continents; for example in the USA, a batch of
Bosnian refugees was examined three and a half years after their
settlement in the United States, and the results show that “44% of
women and 8% of men meet the criteria for diagnosis with PTSD”
(Vojvoda, Weine, McGlashan, Becker, and Southwick, 2008, p.421).
At present, the situation of the refugees concerns us primarily due to
the scale of the phenomenon. The Office of the United Nations High
Commissioner for Refugees estimated that in 2012 there were over 45
million refugees in another country, but also within the same country
(Schnyder, Muller, Morina et.al., 2015, p. 267) while in Europe about 1
million refugees arrived only in 2015 (Musaro, 2016, p.13).
In addition, it is also worrying the very high proportion of migrants /
refugees suffering from psychological traumas (terms that are used
interchangeably in the media – Musaro, 2016): However, for the
refugees affected by trauma, usually there isn’t a unique event that
leads to emotional distress, but rather prolonged and repeated
trauma in their home countries, often exacerbated by more stressful
events during and after their departure” (Sonne, Carlsson, Bech,
Vindbjerg et.al., 2016, p.2).
Regarding the psychiatric diagnoses used to describe the medical
condition of the approximately 30% of the refugees who have mental
health disorders (Steel, Chey, Silove et. al., 2009), prevailing is the
PTSD (defined by the World Health Organization in ICD 10 as a “non-
psychotic anxiety disorder resulting from some exceptional threats or
a catastrophic experience that could cause distress for almost all
men”, but there are also others, such as the major depression
(Levecque ș i Van Rossem, 2015), somatic disorders etc.
133
Due to the fact that the refugees suffer from a series of severe
traumas (being very frequently victims of torture, witnessing
massacres and / or murder of family members, etc.), their diagnosis
proved to be difficult. For example, there are notable differences in
the results obtained by diagnosing them based on the criteria
included in the DSM IV, compared with DSM V (Schnyder, Muller,
Morina, Schick, Bryant, and Nickerson, 2015) and even while operating
with the “brother” diagnosis of the PTSD, the complex PTSD
(abbreviated CTPSD), which was introduced in ICD 11 just in order to
capture “repeated, prolonged exposure to the traumas caused by the
interpersonal relationships”, being particularly relevant for the groups
of refugees “given their typical exposure to repeated and prolonged
interpersonal trauma” (Nickerson, Liddell, Maccallum, Steel, et.al.,
2014).
The diagnostic difficulties (by default, the standard intervention) are
explained by a variety of factors, starting with the fact that, due to
resettlement, the refugees cannot access the different categories of
resources (labor relations, ways of spending their leisure time, etc.)
used to reduce distress, continuing with the type of traumas suffered
as a result of the events they were exposed to, on the edge of the
human condition (such as, for example, the case described by Rami
Bou Khalil, 2013) or by claiming that refugees come quite often from
countries with a low or medium level of development, where “over
90% of people with mental health disorders are not treated” and “only
13% of the traumatic stress studies are made in these countries”.
(Schnyder, Bryant, Ehlers, Anke, et.al., 2016, p.8). In other words, it is
likely that PTSD was not diagnosed in their home countries and was
not treated, and the refugees suffer other traumatic events on their
way to Europe.
Also, a major difficulty in diagnosing refugees is the fact that PTSD /
CPTSD is diagnosed based on some symptoms that are commonly
reported verbally, while the refugees predominantly come from
cultures where the ability to talk about their traumas is not the rule,
but rather the exception. Therefore, there are frequent the cases with
134
“patients who are reluctant to talk with the therapist about their
traumatic experiences, which is a sine qua non in virtually all evidence-
based trauma treatments” (Schnyder, Bryant, Ehlers, Anke, et. al., 2016,
p. 8). Hence, in making the diagnosis there are common situations
where refugees prefer to draw, paint, dance or play an instrument to
invoke the traumatic event, but not to talk about it, even if direct
communication with the therapist is possible (i.e. without a translator).
To diagnose refugees specific tools tailored to their culture have been
developed (such as The Posttraumatic Stress Disorder Interview for
Vietnamese Refugees (PTSD-IVR) – Dao, Poritz, Moody and Szeto,
2012) or standardized instruments were used (such as Harvard Trauma
Questionnaire (HTQ), designed to investigate the refugees affected by
trauma, being validated in multiple languages and cultural contexts
(Sonne, Carlsson, Bech, Vindbjerg et. al., 2016).
The assistance given to refugees in the European countries
While the studies on the incidence of PTSD have been numerous in
recent years, those on the assistance given and their effects are rather
rare, especially regarding the predictors of success of the intervention.
During the last years, it was investigated the influence of several
personal factors on the success of the intervention, among which
some significant negative predictors of the intervention proved to be
the sex: masculine and the villain status in the country of origin.
Regarding the psychosocial factors, employment in their adopted
country is a positive predictor, while dependence on the amounts
received (without generating income) and even a high level of
education (in the home country, usually without an impact in the
country of adoption) can be considered negative predictors of
successful intervention (Sonne, Carlsson, Bech, Vindbjerg et. al., 2016).
Regarding the assistance efforts, they start from the axiom that the
treatment of refugees (especially of those diagnosed with PTSD)
generates a very complex situation, both for the patient and the
135
therapist. The vast majority of refugees cannot be subjected to
therapies focused on traumatic events, mainly due to cultural
differences that make difficult to establish and maintain a therapeutic
relationship. Therefore, their assistance refers specifically to
“stabilization, psychosocial and community support... which are not
always sufficient in helping patients effectively”. Typically, the
assistance given to the refugees from the European countries begins
with a “psycho-educational stage”, after which they can make the
connection between the suffered trauma and the current symptoms.
Afterwards, one can proceed to the therapy oriented towards the
traumatic event, in which a genuine sensitivity to the cultural issues
should be incorporated: “We treat people, not disorders. As such,
culture-sensitive psychotraumatology means having a non-critical and
empathetic attitude, trying to understand the cultural basis of each
person” (Schnyder, Bryant, Ehlers, Anke, et. al., 2016, p.9).
136
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THEORETICAL APPROACHES TO SOCIAL IDENTITIES
Patrícia Kaplánová27
Faculty of Organisation studies in Novo mesto, Slovenia
Introduction
A perception of self in modern societies has been a topic of research
of social and psychological science for many years. With the ongoing
development of societies and technological progress, where an
individual has become „globalised“ at least in the virtual world, the
identity of self in society is also evolving. In new conditions of our lives
virtually or physically, our identity and its development are never
ending process. The image of self in society contrasts with
a perception of society on us. Ones of our societal identities of which
we are aware are our social identities like age, gender, socioeconomic
status, ethnic/cultural identity, political identity, or/and national
identity. The strongest identities valid for social and political research
are civic, political and national identities. In following pages a reader
can find many different theoretical approaches to social identities,
especially civic, political and national one. The paper discusses the
categorization of self in the society from a sociological, political and
psychological understanding of identities offering a brief overview of
social identity theory, civic, political and national identity research.
Social identity theory
27 Patricia Kaplanova is Ph.D. Candidate at the Faculty of Organisation Studies in Novo mesto, Slovenia, where she is analysing the Model of citizen's participation in the European governance based on social identity theories. Her broad research interest in theories of democracy and European studies lies on several published articles, or/and book chapters presented mainly at international conferences.
139
“[I]dentity is never a priori, nor a finished product; it is only ever the
problematic process of access to an image of totality.” (Bhabha 1994: 51)
The word “identity “is presented in contemporary social and
psychological research as a keyword (Howard, 2000, p. 367). As an
individual, we are sharing several types of identities present in our
personal and social life. According to them, we identify ourselves and
classify to the roles and models in the society. From the perspective of
social interaction, our personal identities influence our behaviour
towards other people and could even create the behaviour of the
whole group where we belong to. The examples of identities which we
can daily observe are based on age, gender, ethnicity, nation, political
views, social status, occupation, etc.
In the past, when societies were rather stable, the term of identity in
psychological science was connected to self-efficacy and self-
verification (Stets, & Burke, 2000, p. 224) as a related issue of personal
estimation and identification of self. This approach is known as an
identity theory which seeks to explain multiple self/personal identities,
their development through the time, how they interact with each
other, and how they affect the human behaviour (for more see
Stryker,& Burke, 2000, pp. 287-285). The identity theory and research
were based on the ego psychoanalytic theory of E.H. Erikson (1950)
and currently developed by Jane Kroger (2007) (for more see Kroger, &
Macia, 2011, p. 32). Gradually, the "identity has become the watchword
of the times" Shotter (1993, p. 188) in social and behavioural science
and the self-reflection is seen in a broad social and political context.
As Cooley (1902) pointed out the individual and society are two sides
of the same coin, thus the identity refers to „the set of meanings that
define who one is when one is an occupant of a particular role in
society, a member of a particular group, or claims particular
characteristics that identify him or her as a unique person.“ (Burke, &
Stets, 2009, p. 3) The personal self-efficacy and self-verification were
later in behavioural sciences supplemented by cognitive processes like
categorization, class, group identity, depersonalization or self-esteem.
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In comparison with the identity theory, the social identity theory (SIT)
is based on a cognitive recognition of self in a wide societal structure.
“Identifying ourselves, or others, is a matter of meaning, and meaning
always involves interaction: agreement and disagreement, convention
and innovation, communication and negotiation“ (Jenkins, 2008, p.
17). In the contrast with the development from personal to social
identity, there are still some scientists who claim that all human
identities are social identities. Adding the word „social“ into this
ambience is somewhat redundant (Ashton et al. 2004, p. 81).
Nevertheless, the social identity has evolved into the popular and one
of the most researchable topics in social sciences explaining the basic
group/collective conflicts.
The social identity theory was first described by Tajfel (1978) as a
social-psychological theory explaining group processes and behaviour
(Trepte, 2013, p. 256). In comparison with other social and
psychological theories, the social identity theory directly addresses
social group behaviour and feelings of belonging to the group.
Consequently, Tajfel (1979) structures “the definition of a group
alongside a cognitive component (knowing about the group
membership), an evaluative component (positive or negative
evaluation of group membership) and an emotional component
(positive or negative emotions associated with the group membership
and its evaluation)” (Trepte, 2013, p. 256). Based on these
understandings Tajfel underlined four principles of social identity
theory: social categorization, social comparison, social identity and
self-esteem.
The social categorization principle, firstly developed as the self-
categorization theory (SCT) by Turner (1987), suggests that personal
and social identity represent different levels of self-categorization
(Trepte, 2013, p. 257). According to Hornsey (2008) „...it is almost
impossible to think or write about group processes and intergroup
relations today without reflecting on core constructs within the theory,
such as categorization, identity, status, and legitimacy.“ (p. 217)
Generally, it could be said that social categorization helps the
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individual to categorise himself to the particular social group and
“create and define the individual’s place in society” (Tajfel and Turner
in Trepte, 2013, p. 257). Based on social or group categorization, the
social psychology research is dealing with stereotypes, class
classification, and interclass differences. Additionally, social
categorization helps to identify the social interactions embedded in
group behaviour. Generally, the social identity theory and self-
categorization theory “capture the socially embedded, situated,
shared, social, group-located properties of human being (Turner, &
Reynolds, 2011, p. 400). Because an individual shares several multiple
group/collective identities, the social identity theory adds that “the
group membership has to be salient to initiate behaviour” (Trepte,
2013, p. 258). Among one’s multiple identities, there are some which
are more salient than the others. With the respect of the social
categorization, if the boundaries between social identities are
significant enough, the salience occurs. The social categorization and
saliency of each identity are influenced by current emotional or value
significance to a person. Simple, how much importance is given to the
group membership by a person, more salient will be that social
categorization. Even there is a lack of research how the existing
salience may affect a social interaction (McLeish,& Oxoby, 2011, p.
173), the past research has shown that the group identity can have an
effect on cooperation (Goette, Huffman, & Meier, 2006), reciprocity
(McLeish,& Oxoby, 2007, p. 1) and negotiations (Kramer, Pommerenke,
& Newton,1993, p. 633).
The second principle of social identity theory, a social comparison, is a
type of behaviour triggered by the social categorization. The social
comparison draws upon the assumption that members of particular
group categorise themselves as members in comparison with other
groups. This concept is based on Fastinger’s (1954) theory of social
comparison which assumes that “we have a need to compare our
opinions and abilities with others, particularly if there are no objective
standards that we can refer to” (Trepte, 2013, p. 258). There are three
basic premises of social comparison theory based on the Fastingers
social comparison theory. The first is that the individuals have to
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adopt the group belonging as a part of their self-concept.
“Comparisons might cause a change in one's opinion or ability, and
most likely this change goes in the direction of uniformity (i.e.,
assimilation)“ (Corcoran, Crusius, & Mussweiler, 2011, p. 121). The
second premise is that the situation needs to be appropriate for a
comparison. “The need to know the self combined with the
impossibility to determine opinions or abilities by reference to the
physical world in many situations motivates people to compare
themselves to other people.“ (Corcoran, Crusius, & Mussweiler, 2011, p.
121) And the third, that the out-group must be relevant in terms of
similarity. Fastinger argues that people will “seek out similar others for
comparisons, or, in the case of abilities, others who are slightly better”
(Corcoran, Crusius, & Mussweiler, 2011, p. 121). Based on what has
mentioned above, the understanding of self as a part of group or
community has also the impact on the behaviour of social comparison.
The personal feeling of belonging to social group, therefore, triggers
the awareness of being different than the members of other social
groups.
Consequently, there is the third principle of SIT, a social identity, which
derives from the understanding of self as a part of a social group
“together with value and emotional significance attached to that
membership” (Tajfel in Trepte, 2013, p. 259). The awareness of
membership identity in a social group is described as „positive group
distinctiveness” (Spears, p. 204-205). In theory, the positive
identification with the social group is called as minimal group
paradigm (Gaertner, & Insko, 2000, p. 77; Spears, 2011, p. 204; Otten,
2016, p. 85) which shows that „mere categorization of people into an
ingroup (‘us’) and an outgroup (‘them’) is sufficient to elicit attempts
to positively differentiate the in-group from the out-group along
available dimensions” (Ford & Tonander, 1998, p. 373). Minimal group
paradigm is considered to be the most influential paradigm to explore
the positive and negative social identity on behalf of social
categorization. Originally, the positive distinctiveness of intergroup
behaviour can explain a likelihood in the intergroup formation and
a hate towards the out-group formations. Relatedly, people
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differentiate the others because of their self-identification within the
group. Turner’s social identity theory conducts the hypothesis that “to
achieve positive social identity, ingroup-outgroup comparisons must
yield perceived differences which favour the ingroup” (1978, p. 236).
The social identity building thus begins with the group self-
categorization and differentiation against the out-groups. This
concept finds itself popular also among scholars of nationalism,
ethnicity, political science or anthropology. The positive differentiation
corresponds to understandings of collective identity, known as two
modes of group identification in social anthropology. „We and Us“
paradigm developed by T.H. Eriksen (1995, 2010) relies on the ethnic
distinctiveness of cultural identities. For the purpose of this thesis, the
topic of “we and them” identification will be discussed later in
autonomous sub-chapter about ethnic and national identities.
The fourth principle of social identity theory is based on a self-esteem
hypothesis (Abrams, & Hogg, 1988, p. 317). Social identity theory
refers to self-esteem as the motivation underlying inter-group
behaviour to confirm their own self-identification or self-enhancement
(Tajfel in Trepte, 2013, p. 259). The self-esteem hypothesis deals with
the motivating force of individual for the positive value associated
with one’s group identity (Spears, 2011, p. 203). On the other hand,
there is also a negative orientation towards the self-evaluation which
models an attitude of approval or disapproval (Brown, 2014, p. 28).
High level of self-esteem is characterised by positive attitudes and
feelings of people towards themselves, while a low self-esteem
regards to negative beliefs about self (Fennell, 2005, p. 236). Based on
this theory, we can assume that the positive feeling about self-drives a
person to the appreciation of self in the society or at least shape
unambiguous attitudes. Consequently, the feeling of importance (high
self-esteem) can even form its motivation to participate. If there is a
high self-esteem, there is a chance that the person would self-evaluate
itself to a positive belief that his/her voice could be heard. Reversely,
there are two basic motivations which “drive people’s attitudes,
behaviour, and perception: a motivation to obtain a clear picture of
one’s position in the social structure; and a motivation to obtain or
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maintain a positive sense of self-esteem” (Abrams & Hogg in Licata et
al., 2011, p. 900). On the contrary, the low self-esteem has a negative
impact on motivation and behaviour. The low self-esteem can
discourage a person from the motivation to participate or generate
unfavourable/ambivalent attitudes.
In this manner, the positive self-categorization as a cognitive
characteristic and the self-esteem as a motivational characteristic
shape the processes of creation a social identity. Based on this
assumption, there are two analogies (Abrams, & Hogg, 1988, pp. 320-
322). The first is that successful inter-group discrimination leads to
increased self-esteem; second, that low or threatened self-esteem
motivates increased out-group discrimination (Trepte, 2013, p. 259).
Besides the four main premises of social identity theory, there is
a paradigm which draws upon the writings about the specific
relationship between individuals and society called as a structural
symbolic interactionism (for more see Stryker, 2002; Handberg et al.,
2015, p. 1024; Carter, & Fuller, 2016, pp. 3-7). The symbolic
interactionism theory28
develops a positivist thesis of micro-level
processes of social interactions which affect a function of the whole
society. The symbolic interactionism, influenced by American
pragmatism, was founded predominantly by a social psychologist G.H.
Mead in early 60s. His scholar, H. Blumer pointed out three basic
premises of symbolic interactionism. “Firstly, human beings act
towards things on the basis of the meanings that the things have for
them. Secondly, the meaning of such things is derived from or arises
out of, the social interaction that one has with one’s fellows. Thirdly,
these meanings are handled in and modified through, an interpretive
process used by the person in dealing with the things he encounters“
(1969, p. 2). The human behaviour is then influenced by meanings
which we are prescribing to things or other people (creating
28 Theory of symbolic interactionism was developed along three main areas of research
and schools following the works of Herbert Blumer (the Chicago School), Manford Kuhn (the Iowa School), and Sheldon Stryker (the Indiana School) (Carter,& Fuller, 2016, p. 2-8).
145
stereotypes for example). These meanings are created by social
interactions, for example, a role of a “mother” is perceived by the
interactions with children, husband, her behaviour towards household,
or etc. A character of those meanings (of a mother) is modified by a
creative process in time and space.
Therefore, the human beings cannot be understood in a manner of
“self” out of the whole society. Because “self” is created in the constant
social interactions (mainly through language and communication) with
others, the human being is constantly influenced by the ongoing
process of change. Therefore, “...the ‘self’ is a product of social
interaction, developed and refined through an on-going process of
participation in society. (Jeon, 2004, p. 250). Consequently, the theory
was influenced by Parson’s structural functionalism (Carter, & Fuller,
2016, p. 2), but on contrary, the symbolic interactionism examines the
bottom-up processes of creating an operation of society.
Straightforwardly, symbolic interactionism analyses how personal
interactions among individuals influence the function of society and
not vice versa. Theory of symbolic interactionism was developed along
three main areas of research and schools following the works of
Herbert Blumer (the Chicago School), Manford Kuhn (the Iowa School),
and Sheldon Stryker (the Indiana School) (Carter,& Fuller, 2016, p. 2-8).
The theory of symbolic interactionism sees the changes of society not
based on the impact of social structures and macro-level institutions,
but as subjective meanings and viewpoints of individuals in the
society. Therefore, patterns of behaviour of individuals and their
identities at micro-level would have an effect on the whole social
system.
Civic and Political identity
Civic identity is the heart of common notions of citizenship and civic
participation (Hart, Richardson, & Wilkenfeld, 2011, p.771). Whereas
the occupational identity defines the perception of socioeconomic
status in the society, the civic identity figures one’s place in the society
as a civic/political actor. The basic understanding of civic identity lies
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on the self-esteem in the development of a civic society which can
empower political engagement and motivates for civic behaviour. The
subjective dimension of citizenship (Carens, 2000, p. 166), a feeling of
belonging, could also strengthen the political collective identity
(Leydet, 2014). With this respect, the civic identity, as well as
citizenship, constitutes three main elements: membership (belonging),
participation and rights which are mutually reinforcing (Bellamy, 2008,
p. 599). Membership explains a feeling of belonging to a community
or nation. Citizens are entitled to civic, political and social rights based
on which they participate in society. Referring to democratic order, a
democracy is functioning based on how citizens feel their
identification with society. The social interactions among citizens and
with society itself strengthen the importance of involvement in
shaping the social life.
Because of the identification of self as a participant in the civil society,
the participation overlaps the characteristic of citizenship and civic
identity tends to be connected to voting, political engagement,
running for the public positions, or to mobilise self and others. The
same as in the theory of citizenship, the feeling of belonging or duty
to participate in the civic life is not burdened by territory, even the
strongest link between citizen and society could be found at the local
level in local communities (Leydet in Hart, Richardson, & Wilkenfeld,
2011, p.773). In comparison with the national identity, an individual
does not need to possess both national and civic identity. For
example, Slovenian living in Great Britain can still feel Slovenian
(national identity) and he/she does not need to feel civic identity in a
country where he/she is living.
Among subjective/psychological influences of civic identity is trust as
a cornerstone of citizenship and interactions among people. Mutual
trust according to some scientists lies even at the heart of all political
processes (Dunn, 1993, p. 641) and mutuality, reciprocity and trust are
associated with social participation and engagement in communities
(Van Deth, Montero, & Westholm, 2007, p. 35). Further, the civic
knowledge as awareness of democratic principles is also perceived as
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a personal factor associated with participation and respect for rights
(Galston in Hart, Richardson, & Wilkenfeld, 2011, p. 778).
Although the subjective factors are determining the civic identity,
there are also demographic influences on civic identity (Hart,
Richardson, & Wilkenfeld, 2011). The first is an economic performance
of the government which creates the economic conditions for social
development. Directly or indirectly, the economic development
influences a level of citizenship and civic identity. It is assumed that
especially in conditions like poverty, low quality of life, the level of the
welfare state, or bad citizen’s well-being make a creation if civic
identity and citizenship more difficult. The second demographic
characteristic is an ethnic heterogenity which proclaims that ethnically
heterogenous countries have more problem to create social capital
(Coffé, 2009, p. 155). Putnam (2007) examined the ethnic heterogenity
with social capital concluding that ethnic diversity tends to breakdown
social capital like trust in local governments, active participation in
local community projects, donating to charity, volunteering and
having close friends (p. 150) On the other hand, the recent study of
diversity in social capital has proved the Putnam hypothesis false
accomplishing that “the economic inequality and national history of
continuous democracy in European societies turn out to be more
important for explaining cross-national differences in social capital in
Europe” (Gesthuizen, Van der Meer, & Scheepers, 2009, p. 121).
However, the ethnic diversity appeared to be negatively influential just
in the link with political participation (Levels, Scheepers, Huijts, &
Kraaykamp, 2015, p. 766).
National identity
With ethnic and cultural identity is mutually connected also a concept
of national identity. The main trends in social behaviour based on
cultural and ethnic identities are also observed in the case of national
identity. The term national identity is close to the concept of
nationalism, which is a process of forming and maintaining nations or
nation-states (Beiner, 1999, p. 56; Smith, 1991, p. 71). This process
148
could be primordialism based on the traditions and culture inherited
in the collective identity, or it can be perceived as a language of
symbolism of the nation, a consciousness of belonging to the nation,
an ideology, a social and political movement to achieve goals of the
nation (Smith, 1991, p. 72). In modernity perspective, the image of a
nation is a nationalism that creates national identity understood by
words of Ernst Gellner that “Nationalism is not the awakening of
nations to self-consciousness: it invents nations where they do not
exist.“ (Eriksen, 2010, p. 117; Smith, 1991, p. 71). From this perspective,
nationalism is connected to a modern understanding of state because
helps to „make sense of common identity to conceive of shaping their
world together within the multi-layered political and social mosaic of
democracy“ (Miller, 1989, p. 184, Keane, 1995, p. 187). As it could be
noted, the national identity and nationalism (as a political force) can
not be clearly separated. Respectively, some scholars differ
nationalism to its cultural or political notions. The political nationalism
refers to a narrative of a self-determination of national identity which
brings also „the principle that citizens should govern themselves, with
the principle that nations should determine their own destiny“ (Keane,
1995, p. 185). The cultural nationalism, by contrast, refers to a doctrine
that an important responsibility of the state is to „preserve and
promote some national culture that is contained within its borders“
(Patten, 1999, p. 1).
The political aspect of nationalism is thus also a force of identification
of nation based on the ethnic and national identity. Benedict Anderson
in his famous book „Imagined communities“ proposed a definition of
a nation as „an imagined political community – and imagined as both
inherently limited and sovereign.“ (2006, p. 6) Unlike Gellner’s
understanding of nationalism as a political force, Anderson is
concerned about cultural roots of nationalism such as identity. The link
between ethnic/cultural identity and nationalism as a political
ideology becomes clear when the political organisation represents the
interests of a particular ethnic group (Eriksen, 2010, p. 121).
Even there could be an assumption that there is a mutual relationship
149
between democracy and nationalism, the principles on which both
concepts are standing differ. While liberal democracy emphasises an
inclusion of people incorporating them into the political and social
system, at the same time „nationalism drew a boundary between us
and them demanding the exclusion of others.“ (Machin, 2015, p. 127)
Thus, nationalism can be based on the negative identity of exclusion
(the others) while the culture of political liberalism in democracies is
based on the inclusion of masses into the political system (an above-
mentioned spread of citizens rights towards participation, etc.). At this
moment, pops up a „clash“ of multiculturalism in modern societies
already mentioned above. The modern societies can not be described
culturally homogenous because of globalisation, migration and the
„melting pot“ processes of the policy of multiculturalism are part of
current debates over immigration crisis in Europe. In the broader
understanding of cultures, ethnic identities and nationalism in
geopolitics there is a tradition of Huntington’s thesis of „a clash of
civilisations“ based on conflicts of cultural identities (1993, p. 22).
Concerning the nationalism and national identity besides that
political nationalism is forced by ethnic and cultural identities, how to
tie the political participation and national identity? As was indicated in
the case of multiculturalism, the national identities rise up in cultural
or ethnic conflicts. The political ideology perspective of nationalism
maintained by political discourse can be thus interpreted as one of the
main social cleavages in modern societies. According to the cleavage
theory of Stein Rokkan and Martin Lipset, the national revolution
processes in Europe (understood as a rise of nationalism) has
produced two main social conflicts: „the conflict between the central
nation-building culture and the increasing resistance of the ethnically,
linguistically, or religiously distinct subject populations in the
provinces and the peripheries ; the conflict between the centralizing,
standardizing, and mobilizing Nation-State and the historically
established corporate privileges of the Church“ (Lipset, & Rokkan,
1967, p. 14). These cleavages built up since the rise of nationalism
movements of the eighteenth and nineteenth century are present in
contemporary societies with new socio-structural conditions and are
strengthen by gradual and ongoing ethnical, cultural and national
150
conflicts. why we can see the strengthening process could be
described by the thesis that nationalism is connected to modernity
and supported by the industrial revolution. By work of Miroslav Hroch
„Social Preconditions of National Revival in Europe“, there are socio-
economic characteristics of modernity which reinforce nationalism like
a growth of education, and powerful economic relations (1985, pp. 5-
7). This type of nationalism reinforced by education and economic
development is classified as a liberal nationalism which „emphasises
rather civic engagement in democratic regime than the ethnicity“
(Hall, 1995, p. 156).
If the modernity, industrialisation also reinforced the nationalist
feelings, we can assume that the human development in the twenty-
first century could have the same impact. At least we can claim that
the building of national identities is not necessarily disconnected from
the modern understanding of democratic political regimes. In the case
of supranational integration and globalisation, there is an assumption
that the national identities either disappear of get weaker. Referring to
the European integration, the logic could be assumed the same, that
the Europeanization of identities would have a negative effect on
national identities. However, the empirical findings suggest that the
stronger feelings of national identity lead to lower level of support for
the European integration (Carey, 2002, p. 387).
Conclusion and Discussion
For current research in sociological and political science, there is a
wide range of studies dealing with identities. A place of individual in
society and its understanding has triggered several approaches
among which the most important are theories of social identity.
Consequently, the categorization of self in socio-structural conditions
is influenced by several processes of comunity building. Symbolic
interactionism emphesized by a creation of stereotypes has
determined individual identity especially in political communities.
Civic and political identity is supported by processes of creation of
151
citizenship as forms of belonging and membership. These kinds of
collective identities are enforced in current democratic regimes as well
as in any forms of democracies in the past. Although, a national
identity based on ethnic or cultural identity, could be perceived as a
feeling of belonging to political unit. The difference between a feeling
and being of belonging and membership has been and will the main
aim of social research since a new wave of extreme right-wing politics
has appeared in Europe. The theoretical basis which was developed in
this chapter is a first step in theoretical framework for further research
in sociology or political science.
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Index
A
Alberelli, 82 anxiety, 131 Aristovnik, 50, 65, 66 asbestos plant, 72 assistance effort, 133 asymmetry, 5, 31, 35, 43, 44, 45, 58
B
Balkan route, 8, 130 Barro, 50, 51, 66 Benadusi, 75, 82, 83 Big data, 44 Bleich, 129, 134 Boomgaarden, 129, 134 Bosnia-Herzegovina, 130, 135 Buček, 87, 102 Bufon, 117, 128 Burns, 128 Burns, Nancy, 128 Bush, 44, 46
C
Castel, 81, 83 chronic underemployment, 78 citizens, 113, 145, 147, 148 citizenship, 144, 145, 146, 150 civic identity, 144, 145, 146 civil law, 5, 31 clientelization, 81 clusters, 92, 93, 94, 95, 96, 97, 98,
99, 101, 102 cohesion policy, 86, 87, 107, 117,
118, 120 competitiveness, 87, 100, 114, 122 consumer, 5, 6, 31, 32, 33, 34, 35,
36, 37, 38, 39, 40, 41, 42, 43, 45,
51 consumers, 5, 35, 39, 41, 42, 44, 45,
46 creative regions, 123 Czech republic, 97
D
data collection, 11, 22, 26, 65 de lege ferenda, 33, 43 Della Porta, 128 development, 1, 2, 4, 5, 7, 9, 16, 22,
25, 30, 51, 65, 72, 76, 77, 81, 82, 85, 87, 88, 90, 94, 99, 100, 101, 103, 106, 107, 108, 109, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 127, 132, 137, 138, 145, 146, 149, 152
developmental diversity, 109, 127 Directive on Consumers Rights, 34 distress, 131, 132 double-barreled question, 13, 17,
23
E
earthquake, 72, 73, 74, 75, 76, 77, 79 economic competitiveness, 122,
123 economic crisis, 4, 5, 99, 107, 109,
125 economic development, 4, 7, 87,
88, 89, 90, 96, 101, 102, 107, 110, 125, 146, 149
economic indicators, 88, 90, 102, 103
economic inequality, 146 education, 4, 5, 6, 25, 26, 27, 48, 49,
50, 51, 52, 53, 56, 59, 62, 63, 65, 66, 67, 69, 111, 133, 149
educational attainment, 50
157
efficiency, 44, 46, 48, 50, 53, 62, 65, 87, 89, 118, 119, 122, 123, 127
environmental responsibility, 123 Eppler, 39, 46 Eriksen, 142, 147, 151 EU funds, 107, 116, 120 Europe, 3, 8, 50, 66, 69, 80, 85, 103,
121, 131, 132, 135, 146, 148, 150, 151, 152, 153
European Commission, 39, 51, 66, 86, 87, 88, 102, 103
F
Fabris, 49, 62, 66 failed urbanization, 72 Fassin, 75, 84 financial education, 6, 48, 50, 51,
64, 65, 69 financial knowledge, 6, 51, 57, 61,
62, 63, 64 financial literacy, 5, 6, 48, 49, 50, 52,
54, 56, 57, 58, 59, 60, 61, 63, 64, 67, 69
Foxall, 38, 46
G
Gay, 14, 15, 16, 26 GDP per capita, 50, 52, 53, 102, 113,
115 gender, 4, 6, 29, 52, 53, 60, 62, 63,
65, 137, 138 Giroux, 75, 84 globalisation, 148, 149 Gorzelak, 88, 103 Grochowski, 36, 46 Guttman coefficient, 25
H
Hakanson, 130, 131 Hart, 144, 145, 146, 152 Hobsbawm, 80, 84 homo oeconomicus, 37, 38 Hoyer, 38, 46
Hroch, 149, 152 human capability, 5, 31 Hungary, 5, 10, 26, 94, 100 Huntington, 148, 152
I
implementation, 7, 44, 48, 51, 72, 73, 101, 107, 114, 115, 117, 118, 119, 120, 125, 127
information duties, 5, 31, 32, 33, 34, 35, 38, 46
information overload, 5, 32, 38, 39, 43, 46
information society, 5 in-group, 141 innovation, 87, 90, 100, 103, 114,
139 interdisciplinary approach, 33, 46 Irpinia, 72, 73, 76, 78, 81 Isochimica, 3, 6, 71, 73, 74, 76, 78,
79, 80, 81, 83, 84
J
Johnson, 12, 13, 19, 20, 24, 26 Joppe, 18, 26 Jorgensen, 51, 67
K
Klapper, 52, 67 Klein, 72, 84 Kramer, 140, 152 Kržičnik, E., 128
L
Likert, 10, 17, 24, 27 Lipset, 148, 153 Lusardi, 53, 56, 63, 66, 67, 68 Luzak, 41, 45, 47
M
Machin, 148, 153
158
management, 5, 8, 17, 22, 23, 25, 48, 49, 51, 72, 73, 74, 77, 81, 121, 123
Martin, 24, 27, 148 mental health disorder, 130, 131,
132 methodological pitfall, 76
N
Nano, 52, 68 national identity, 137, 145, 146,
147, 148, 149, 150, 151 nationalism, 142, 146, 147, 148, 150,
151, 152, 153 network, 112, 121, 124 new organizational hegemony, 82 Norway, 130
O
OECD, 52, 53, 63, 65, 66, 69, 128 Oppenheim, 10, 24, 27 opt-in mechanism, 45 Otten, 141, 153 out-group, 129, 141, 143
P
paradigmatic case study, 6, 72, 73 parental education, 51 participation, 107, 120, 137, 144,
145, 146, 148, 150 patients, 133, 134 patronage, 73, 79, 80, 81, 124 Peng, 51, 69 personal data protection, 44 personalization, 44, 46 piloting, 14, 25 PISA, 52, 53, 56, 57, 66, 67, 68, 69 planning, 24, 27, 51, 54, 118, 119,
120, 121, 127 Poland, 5, 31, 53, 123 policy responsibility, 51 Porat, 44, 47 posttraumatic stress, 130, 135
posttraumatic stress disorder, 130, 135, 136
pre-contractual information, 33, 37, 38, 40, 42, 43, 46
pre-contractual obligations, 32, 45 Principal European Economic
Indicators, 88, 102 prospect theory, 55 psycho-educational stage, 134
Q
quality life, 49 questionnaire, 11, 12, 13, 17, 18, 21,
24, 25, 27, 55, 58, 61, 65
R
refugee crisis, 129 refugees, 8, 129, 130, 131, 132, 133,
135, 136 Regional Development Agency,
119, 122 regional disparities, 48, 86, 87, 127 regional incentives, 107 regional policy, 7, 86, 87, 107, 114,
115, 116, 117, 118, 119, 120, 122, 123, 127
regionalizacija, 128 regionalization, 127 regionalni razvoj, 115, 128 Regionalni razvoj, 128 reliability, 5, 11, 15, 18, 20, 21, 22,
23, 25, 26 renewed systemic conditions, 107 Rokkan, 148, 153 Romania, 8, 66, 130
S
Sagarin, 40, 47 Saitta, 75, 85 Samson, 90, 103 scratching asbestos, 81 self-esteem, 139, 142, 143, 145, 151 self-perception, 55, 56, 57, 60, 62,
159
63, 64 skladen regionalni razvoj, 128 Slovakia, 3, 6, 7, 52, 54, 56, 63, 64,
65, 86, 93 Slovenia, 3, 7, 8, 65, 106, 107, 109,
110, 111, 112, 113, 114, 115, 123, 125, 126, 127, 128, 137
small-scale study, 21 Smith, 75, 84, 147, 153 social capital, 122, 123, 146, 151 social categorization, 139, 140, 141,
153 social identity, 137, 139, 140, 141,
142, 143, 149, 150, 151, 152, 153 social interaction, 138, 140, 143,
144, 145 somatic disorder, 131 Soukkhavong, 14, 27 Southeast Asia, 130 Spears, 141, 142, 153 SPSS, 22, 27, 93, 94 Stankovičová, 92, 103 status, 32, 40, 43, 49, 52, 62, 65, 73,
117, 118, 119, 124, 127, 133, 137, 138, 139, 144, 150
Steel, 130, 131, 132, 135 Stets, 138, 150, 153 Stryker, 138, 143, 144, 154 subaltern people, 75 sub-scale, 5, 10, 16, 17, 21, 22, 23,
24, 29, 30 SVLR, 128 Sweden, 123, 131 symbolic interactionism, 143, 144,
151, 152
T
teacher management, 22, 23, 29 technological society, 5 technology development, 5 terminology, 11, 23, 27 test scores, 25 Thulesius, 130, 131, 135 trauma, 8, 130, 131, 132, 133, 134,
135, 136 traumatic event, 132, 133, 134, 135 Trunk, 49, 51, 69 tsunami, 72 Turner, 139, 140, 142, 154
U
unemployment rate, 100, 107, 108 university students, 6, 62, 64 Uredba, 128 USA, 46, 131
V
validity, 5, 11, 15, 16, 21, 22, 25, 26, 27, 29, 61, 62
Visegrad Group, 100, 103
W
Warwick, 10, 24, 28 Wilkinson, 12, 28 Williams, 49, 70 Wilson, 37, 47 wording, 5, 11, 13, 14, 16, 21, 22, 23,
24, 25, 45